TallerdeMuestreo:

Caso:“DesastresNaturales”:

En la base de datos relacionada, se encuentra el “Registro de Eventos Naturales o Antrópicos no Intencionales”ocurridos durante el año 2019, que fueron reportados a la UNGRD (Unidad Nacional para la Gestión del Riesgo de Desastres) con su respectiva afectación y atención prestada a cada uno. https://www.datos.gov.co/Ambiente-y-Desarrollo-Sostenible/Emergencias-UNGRD-2019/4fd8-ptcr (BaseExcelDepurada)

Actividad:

  1. Asumiendo que esta base de datos es el marco de muestreo de su investigación, y teniendo en cuenta que el atributo más importante para su investigación son los EVENTOS, y en especial el evento, el evento INCENDIO DE COBERTURA VEGETAL, bajo un nivel de confianza del 93%, y asumiendo un error de muestreo en las estimaciones no superior a 3%; proporcione un tamaño mínimo de muestra (bajo un muestreo aleatorio simple), para realizar las estimaciones que se indican a continuación, semilla (3564). (Peso 30%)
head(Incendios)
## # A tibble: 6 x 75
##   FECHA    DEPARTAMENTO COD_DANE MUNICIPIO EVENTO_INC EVENTO DIVIPOLA FALLECIDOS
##   <chr>    <chr>        <chr>    <chr>          <dbl> <chr>     <dbl>      <dbl>
## 1 01/01/2~ ANTIOQUIA    05       SAN JERO~          0 INCEN~     5656          0
## 2 01/01/2~ RISARALDA    66       MARSELLA           0 INMER~    66440          1
## 3 01/01/2~ ANTIOQUIA    05       ANZA               1 INCEN~     5044          0
## 4 01/01/2~ ANTIOQUIA    05       MONTEBEL~          1 INCEN~     5467          0
## 5 01/01/2~ ANTIOQUIA    05       CAUCASIA           0 INCEN~     5154          0
## 6 01/01/2~ ANTIOQUIA    05       AMAGA              1 INCEN~     5030          0
## # ... with 67 more variables: HERIDOS <dbl>, DESAPARECIDOS <dbl>,
## #   PERSONAS <dbl>, FAMILIAS <dbl>, `VIVIENDAS DESTRUIDAS` <dbl>,
## #   `VIVIENDAS AVERIADAS` <dbl>, VIAS <dbl>, `PUENTES VEHICULARES` <dbl>,
## #   `PUENTES PEATONALES` <dbl>, ACUEDUCTO <dbl>, ALCANTARILLADO <dbl>,
## #   `CENTROS DE SALUD` <dbl>, `CENTROS EDUCATIVOS` <dbl>,
## #   `CENTROS COMUNITARIOS` <dbl>, HECTAREAS <dbl>, `OTROS-AFECTACION` <chr>,
## #   `SUBSIDIO DE ARRIENDO` <dbl>, `ASISTENCIA NO ALIMENTARIA` <dbl>, ...
## En el proceso de limpieza se quitaros 2 registros , un dato que corresponde a peru y un dato vacio


dim(Incendios)
## [1] 4435   75
N = nrow(Incendios)

## N corresponde a la población total del estudio que son el total de registros

z = qnorm(0.035, mean= 0, sd = 1, lower.tail = TRUE)

## 
d = 0.03

n = z*z*0.5*0.5/(d*d+(z*z*0.5*0.5)/N)


n = ceiling(n)

n
## [1] 757
set.seed(3564)
muestra_inc <- Incendios [ sample (N, size = n ),]
muestra_inc
## # A tibble: 757 x 75
##    FECHA   DEPARTAMENTO COD_DANE MUNICIPIO EVENTO_INC EVENTO DIVIPOLA FALLECIDOS
##    <chr>   <chr>        <chr>    <chr>          <dbl> <chr>     <dbl>      <dbl>
##  1 05/30/~ RISARALDA    66       DOSQUEBR~          0 MOVIM~    66170          0
##  2 04/20/~ NORTE DE SA~ 54       TOLEDO             0 AVENI~    54820          0
##  3 07/29/~ SANTANDER    68       RIONEGRO           0 VENDA~    68615          0
##  4 01/11/~ META         50       GRANADA            1 INCEN~    50313          0
##  5 01/27/~ BOYACA       15       RAMIRIQUI          1 INCEN~    15599          0
##  6 09/13/~ TOLIMA       73       COYAIMA            1 INCEN~    73217          0
##  7 02/02/~ ANTIOQUIA    05       TURBO              0 INCEN~     5837          0
##  8 07/30/~ HUILA        41       PITAL              0 INMER~    41548          1
##  9 09/04/~ TOLIMA       73       ROVIRA             1 INCEN~    73624          0
## 10 01/25/~ TOLIMA       73       PLANADAS           1 INCEN~    73555          0
## # ... with 747 more rows, and 67 more variables: HERIDOS <dbl>,
## #   DESAPARECIDOS <dbl>, PERSONAS <dbl>, FAMILIAS <dbl>,
## #   `VIVIENDAS DESTRUIDAS` <dbl>, `VIVIENDAS AVERIADAS` <dbl>, VIAS <dbl>,
## #   `PUENTES VEHICULARES` <dbl>, `PUENTES PEATONALES` <dbl>, ACUEDUCTO <dbl>,
## #   ALCANTARILLADO <dbl>, `CENTROS DE SALUD` <dbl>, `CENTROS EDUCATIVOS` <dbl>,
## #   `CENTROS COMUNITARIOS` <dbl>, HECTAREAS <dbl>, `OTROS-AFECTACION` <chr>,
## #   `SUBSIDIO DE ARRIENDO` <dbl>, `ASISTENCIA NO ALIMENTARIA` <dbl>, ...
  1. A través de la muestra seleccionada, proporcione las siguientes estimaciones con su margen de error (Var, EE, CV, IC): Estimación del total de personas fallecidas, promedio de personas heridas, y la proporción de casos de EVENTOS: INCENDIOS DE COBERTURA VEGETAL ( Peso 30%)
MediaH=mean(muestra_inc$HERIDOS)
MediaH
## [1] 0.3949802
MediaF=mean(muestra_inc$FALLECIDOS)
MediaF
## [1] 0.1294584
muestra_inc$TotalN <- N
head(muestra_inc)
## # A tibble: 6 x 76
##   FECHA    DEPARTAMENTO COD_DANE MUNICIPIO EVENTO_INC EVENTO DIVIPOLA FALLECIDOS
##   <chr>    <chr>        <chr>    <chr>          <dbl> <chr>     <dbl>      <dbl>
## 1 05/30/2~ RISARALDA    66       DOSQUEBR~          0 MOVIM~    66170          0
## 2 04/20/2~ NORTE DE SA~ 54       TOLEDO             0 AVENI~    54820          0
## 3 07/29/2~ SANTANDER    68       RIONEGRO           0 VENDA~    68615          0
## 4 01/11/2~ META         50       GRANADA            1 INCEN~    50313          0
## 5 01/27/2~ BOYACA       15       RAMIRIQUI          1 INCEN~    15599          0
## 6 09/13/2~ TOLIMA       73       COYAIMA            1 INCEN~    73217          0
## # ... with 68 more variables: HERIDOS <dbl>, DESAPARECIDOS <dbl>,
## #   PERSONAS <dbl>, FAMILIAS <dbl>, `VIVIENDAS DESTRUIDAS` <dbl>,
## #   `VIVIENDAS AVERIADAS` <dbl>, VIAS <dbl>, `PUENTES VEHICULARES` <dbl>,
## #   `PUENTES PEATONALES` <dbl>, ACUEDUCTO <dbl>, ALCANTARILLADO <dbl>,
## #   `CENTROS DE SALUD` <dbl>, `CENTROS EDUCATIVOS` <dbl>,
## #   `CENTROS COMUNITARIOS` <dbl>, HECTAREAS <dbl>, `OTROS-AFECTACION` <chr>,
## #   `SUBSIDIO DE ARRIENDO` <dbl>, `ASISTENCIA NO ALIMENTARIA` <dbl>, ...
muestra_inc
## # A tibble: 757 x 76
##    FECHA   DEPARTAMENTO COD_DANE MUNICIPIO EVENTO_INC EVENTO DIVIPOLA FALLECIDOS
##    <chr>   <chr>        <chr>    <chr>          <dbl> <chr>     <dbl>      <dbl>
##  1 05/30/~ RISARALDA    66       DOSQUEBR~          0 MOVIM~    66170          0
##  2 04/20/~ NORTE DE SA~ 54       TOLEDO             0 AVENI~    54820          0
##  3 07/29/~ SANTANDER    68       RIONEGRO           0 VENDA~    68615          0
##  4 01/11/~ META         50       GRANADA            1 INCEN~    50313          0
##  5 01/27/~ BOYACA       15       RAMIRIQUI          1 INCEN~    15599          0
##  6 09/13/~ TOLIMA       73       COYAIMA            1 INCEN~    73217          0
##  7 02/02/~ ANTIOQUIA    05       TURBO              0 INCEN~     5837          0
##  8 07/30/~ HUILA        41       PITAL              0 INMER~    41548          1
##  9 09/04/~ TOLIMA       73       ROVIRA             1 INCEN~    73624          0
## 10 01/25/~ TOLIMA       73       PLANADAS           1 INCEN~    73555          0
## # ... with 747 more rows, and 68 more variables: HERIDOS <dbl>,
## #   DESAPARECIDOS <dbl>, PERSONAS <dbl>, FAMILIAS <dbl>,
## #   `VIVIENDAS DESTRUIDAS` <dbl>, `VIVIENDAS AVERIADAS` <dbl>, VIAS <dbl>,
## #   `PUENTES VEHICULARES` <dbl>, `PUENTES PEATONALES` <dbl>, ACUEDUCTO <dbl>,
## #   ALCANTARILLADO <dbl>, `CENTROS DE SALUD` <dbl>, `CENTROS EDUCATIVOS` <dbl>,
## #   `CENTROS COMUNITARIOS` <dbl>, HECTAREAS <dbl>, `OTROS-AFECTACION` <chr>,
## #   `SUBSIDIO DE ARRIENDO` <dbl>, `ASISTENCIA NO ALIMENTARIA` <dbl>, ...
mydesign <- svydesign(id = ~1, data = muestra_inc, fpc = ~TotalN)

summary(mydesign)
## Independent Sampling design
## svydesign(id = ~1, data = muestra_inc, fpc = ~TotalN)
## Probabilities:
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1707  0.1707  0.1707  0.1707  0.1707  0.1707 
## Population size (PSUs): 4435 
## Data variables:
##  [1] "FECHA"                                                         
##  [2] "DEPARTAMENTO"                                                  
##  [3] "COD_DANE"                                                      
##  [4] "MUNICIPIO"                                                     
##  [5] "EVENTO_INC"                                                    
##  [6] "EVENTO"                                                        
##  [7] "DIVIPOLA"                                                      
##  [8] "FALLECIDOS"                                                    
##  [9] "HERIDOS"                                                       
## [10] "DESAPARECIDOS"                                                 
## [11] "PERSONAS"                                                      
## [12] "FAMILIAS"                                                      
## [13] "VIVIENDAS DESTRUIDAS"                                          
## [14] "VIVIENDAS AVERIADAS"                                           
## [15] "VIAS"                                                          
## [16] "PUENTES VEHICULARES"                                           
## [17] "PUENTES PEATONALES"                                            
## [18] "ACUEDUCTO"                                                     
## [19] "ALCANTARILLADO"                                                
## [20] "CENTROS DE SALUD"                                              
## [21] "CENTROS EDUCATIVOS"                                            
## [22] "CENTROS COMUNITARIOS"                                          
## [23] "HECTAREAS"                                                     
## [24] "OTROS-AFECTACION"                                              
## [25] "SUBSIDIO DE ARRIENDO"                                          
## [26] "ASISTENCIA NO ALIMENTARIA"                                     
## [27] "APOYO ALIMENTARIO"                                             
## [28] "MATERIALES CONSTRUCCION"                                       
## [29] "SACOS - BIGBAG"                                                
## [30] "OBRAS DE EMERGENCIA"                                           
## [31] "CARROTANQUES - MOTOBOMBAS-PLANTA POTABILIZADORA"               
## [32] "HORAS MAQUINA\r\nRETROEXCAVADORA\r\nBULLDOCER\r\nINTERVENTORIA"
## [33] "APOYO AEREO / TERRESTRE"                                       
## [34] "FIC / TRANSFERENCIAS ECONOMICAS"                               
## [35] "INFRAESCTRUCTURA TECNOLOGICA"                                  
## [36] "RECURSOS EJECUTADOS"                                           
## [37] "OTROS"                                                         
## [38] "CANTIDAD KIT DE ALIMENTO"                                      
## [39] "VALOR KIT DE ALIMENTO"                                         
## [40] "CANTIDAD RACIONES DE CAMPAÑA"                                  
## [41] "VALOR RACIONES DE CAMPAÑA"                                     
## [42] "CANTIDAD KIT ASEO"                                             
## [43] "VALOR KIT ASEO"                                                
## [44] "CANTIDAD KIT COCINA"                                           
## [45] "VALOR KIT COCINA"                                              
## [46] "CANTIDAD COLCHONETA"                                           
## [47] "VALOR COLCHONETA"                                              
## [48] "CANTIDAD FRAZADAS/\r\nSOBRECAMAS"                              
## [49] "VALOR FRAZADAS/\r\nSOBRECAMAS"                                 
## [50] "CANTIDAD SABANAS / COBIJA SENCILLA"                            
## [51] "VALOR SABANAS / COBIJA SENCILLA"                               
## [52] "CANTIDAD HAMACAS"                                              
## [53] "VALOR HAMACAS"                                                 
## [54] "CANTIDAD TOLDILLOS"                                            
## [55] "VALOR TOLDILLOS"                                               
## [56] "CANTIDAD CARPAS"                                               
## [57] "VALOR CARPAS"                                                  
## [58] "CANTIDAD ESTUFAS"                                              
## [59] "VALOR ESTUFAS"                                                 
## [60] "VALOR TOTAL ASISTENCIA NO ALIMENTARIA"                         
## [61] "CANTIDAD PLASTICO NEGRO"                                       
## [62] "VALOR PLASTICO NEGRO"                                          
## [63] "CANTIDAD SACOS"                                                
## [64] "VALOR SACOS"                                                   
## [65] "CANTIDAD BIG BAG"                                              
## [66] "VALOR BIG BAG"                                                 
## [67] "CANTIDAD CEMENTO"                                              
## [68] "VALOR CEMENTO"                                                 
## [69] "CANTIDAD TEJAS DE ZINC"                                        
## [70] "VALOR TEJAS DE ZINC"                                           
## [71] "CANTIDAD TEJAS DE FIBROCEMENTO"                                
## [72] "VALOR TEJAS DE FIBROCEMENTO"                                   
## [73] "DESCRIPCION MATERIALES DE CONSTRUCCION"                        
## [74] "VALOR MATERIALES DE CONSTRUCCION"                              
## [75] "VALOR TOTAL  APOYO DEL FNGRD"                                  
## [76] "TotalN"
# Estimaciones
svymean(muestra_inc$HERIDOS,mydesign)
##         mean     SE
## [1,] 0.39498 0.0662
summary(mydesign)
## Independent Sampling design
## svydesign(id = ~1, data = muestra_inc, fpc = ~TotalN)
## Probabilities:
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1707  0.1707  0.1707  0.1707  0.1707  0.1707 
## Population size (PSUs): 4435 
## Data variables:
##  [1] "FECHA"                                                         
##  [2] "DEPARTAMENTO"                                                  
##  [3] "COD_DANE"                                                      
##  [4] "MUNICIPIO"                                                     
##  [5] "EVENTO_INC"                                                    
##  [6] "EVENTO"                                                        
##  [7] "DIVIPOLA"                                                      
##  [8] "FALLECIDOS"                                                    
##  [9] "HERIDOS"                                                       
## [10] "DESAPARECIDOS"                                                 
## [11] "PERSONAS"                                                      
## [12] "FAMILIAS"                                                      
## [13] "VIVIENDAS DESTRUIDAS"                                          
## [14] "VIVIENDAS AVERIADAS"                                           
## [15] "VIAS"                                                          
## [16] "PUENTES VEHICULARES"                                           
## [17] "PUENTES PEATONALES"                                            
## [18] "ACUEDUCTO"                                                     
## [19] "ALCANTARILLADO"                                                
## [20] "CENTROS DE SALUD"                                              
## [21] "CENTROS EDUCATIVOS"                                            
## [22] "CENTROS COMUNITARIOS"                                          
## [23] "HECTAREAS"                                                     
## [24] "OTROS-AFECTACION"                                              
## [25] "SUBSIDIO DE ARRIENDO"                                          
## [26] "ASISTENCIA NO ALIMENTARIA"                                     
## [27] "APOYO ALIMENTARIO"                                             
## [28] "MATERIALES CONSTRUCCION"                                       
## [29] "SACOS - BIGBAG"                                                
## [30] "OBRAS DE EMERGENCIA"                                           
## [31] "CARROTANQUES - MOTOBOMBAS-PLANTA POTABILIZADORA"               
## [32] "HORAS MAQUINA\r\nRETROEXCAVADORA\r\nBULLDOCER\r\nINTERVENTORIA"
## [33] "APOYO AEREO / TERRESTRE"                                       
## [34] "FIC / TRANSFERENCIAS ECONOMICAS"                               
## [35] "INFRAESCTRUCTURA TECNOLOGICA"                                  
## [36] "RECURSOS EJECUTADOS"                                           
## [37] "OTROS"                                                         
## [38] "CANTIDAD KIT DE ALIMENTO"                                      
## [39] "VALOR KIT DE ALIMENTO"                                         
## [40] "CANTIDAD RACIONES DE CAMPAÑA"                                  
## [41] "VALOR RACIONES DE CAMPAÑA"                                     
## [42] "CANTIDAD KIT ASEO"                                             
## [43] "VALOR KIT ASEO"                                                
## [44] "CANTIDAD KIT COCINA"                                           
## [45] "VALOR KIT COCINA"                                              
## [46] "CANTIDAD COLCHONETA"                                           
## [47] "VALOR COLCHONETA"                                              
## [48] "CANTIDAD FRAZADAS/\r\nSOBRECAMAS"                              
## [49] "VALOR FRAZADAS/\r\nSOBRECAMAS"                                 
## [50] "CANTIDAD SABANAS / COBIJA SENCILLA"                            
## [51] "VALOR SABANAS / COBIJA SENCILLA"                               
## [52] "CANTIDAD HAMACAS"                                              
## [53] "VALOR HAMACAS"                                                 
## [54] "CANTIDAD TOLDILLOS"                                            
## [55] "VALOR TOLDILLOS"                                               
## [56] "CANTIDAD CARPAS"                                               
## [57] "VALOR CARPAS"                                                  
## [58] "CANTIDAD ESTUFAS"                                              
## [59] "VALOR ESTUFAS"                                                 
## [60] "VALOR TOTAL ASISTENCIA NO ALIMENTARIA"                         
## [61] "CANTIDAD PLASTICO NEGRO"                                       
## [62] "VALOR PLASTICO NEGRO"                                          
## [63] "CANTIDAD SACOS"                                                
## [64] "VALOR SACOS"                                                   
## [65] "CANTIDAD BIG BAG"                                              
## [66] "VALOR BIG BAG"                                                 
## [67] "CANTIDAD CEMENTO"                                              
## [68] "VALOR CEMENTO"                                                 
## [69] "CANTIDAD TEJAS DE ZINC"                                        
## [70] "VALOR TEJAS DE ZINC"                                           
## [71] "CANTIDAD TEJAS DE FIBROCEMENTO"                                
## [72] "VALOR TEJAS DE FIBROCEMENTO"                                   
## [73] "DESCRIPCION MATERIALES DE CONSTRUCCION"                        
## [74] "VALOR MATERIALES DE CONSTRUCCION"                              
## [75] "VALOR TOTAL  APOYO DEL FNGRD"                                  
## [76] "TotalN"
#=========================


VarH=var(muestra_inc$HERIDOS)
VarH
## [1] 3.998546
MediaH=mean(muestra_inc$HERIDOS)
MediaH
## [1] 0.3949802
VarEstim=(1-757/4435)*VarH/757
VarEstim
## [1] 0.004380507
EE=sqrt(VarEstim)
EE
## [1] 0.0661854
CV=(EE/MediaH)*100
CV
## [1] 16.75664
valort=qt(c(0.025),df=(757-1),lower.tail = FALSE)# probabilidad de cola 0.025 equivle a nivel de confianza del 95%, ya q la dist t es simetrica

Lsup=MediaH+(valort*EE) 
Linf=MediaH-(valort*EE)


resumenMediaH1 <- data.frame(n ,MediaH,VarEstim,EE,Linf,Lsup,CV)
resumenMediaH1
##     n    MediaH    VarEstim        EE      Linf      Lsup       CV
## 1 757 0.3949802 0.004380507 0.0661854 0.2650512 0.5249092 16.75664
#Con un nivel de confianza del 95% el promedio de los heridos de la población va a ser de 0.39


EstimTot=N*MediaF
EstimTot
## [1] 574.148
VarEstimTOT=(N^2)*VarEstim
VarEstimTOT
## [1] 86161.17
#El Error Estándar (EE) de la estimación, es:
EETot=sqrt(VarEstimTOT)

EETot
## [1] 293.5322
## Calculo de intervalo de confianza al 95%

valortF=qt(c(0.025),df=(757-1),lower.tail = FALSE)# probabilidad de cola 0.025 equivle a nivel de confianza del 95%, ya q la dist t es simetrica

LsupTotF=EstimTot+(valortF*EETot) 
LinfTotF=EstimTot-(valortF*EETot)

# El coeficiente de variación de la estimación del Total, es:
CVTot=(EETot/EstimTot)*100
CVTot
## [1] 51.12484
resumenTotF <- data.frame(n ,EstimTot,VarEstimTOT,EETot,LinfTotF,LsupTotF,CVTot)
resumenTotF
##     n EstimTot VarEstimTOT    EETot LinfTotF LsupTotF    CVTot
## 1 757  574.148    86161.17 293.5322 -2.08718 1150.383 51.12484
  1. Tome la estimación del promedio de personas heridas (calculado anteriormente), desagréguelo por departamentos, y haga una representación cartográfica (Exclusivamente con la metodología – Código R usado en la clase anterior) de su estimación promedio. (Peso 30%)
## Cartografía


sp_df <- readOGR(dsn = "MGN2021_DPTO_POLITICO", layer = "MGN_DPTO_POLITICO")
## Warning in OGRSpatialRef(dsn, layer, morphFromESRI = morphFromESRI, dumpSRS =
## dumpSRS, : Discarded datum Marco_Geocentrico_Nacional_de_Referencia in Proj4
## definition: +proj=longlat +ellps=GRS80 +towgs84=0,0,0,0,0,0,0 +no_defs
## OGR data source with driver: ESRI Shapefile 
## Source: "C:\Users\aguecham\Documents\GitHub\ProyectoEstadistica\ProyectoEstadistica\TallerMuestreo\MGN2021_DPTO_POLITICO", layer: "MGN_DPTO_POLITICO"
## with 33 features
## It has 9 fields
#head(sp_df)
#fix(sp_df)
#as.data.frame(sp_df)

DPTO_SH="MGN2021_DPTO_POLITICO/MGN_DPTO_POLITICO.shp"

DPTO_SH2 <- st_read(DPTO_SH)
## Reading layer `MGN_DPTO_POLITICO' from data source 
##   `C:\Users\aguecham\Documents\GitHub\ProyectoEstadistica\ProyectoEstadistica\TallerMuestreo\MGN2021_DPTO_POLITICO\MGN_DPTO_POLITICO.shp' 
##   using driver `ESRI Shapefile'
## Simple feature collection with 33 features and 9 fields
## Geometry type: MULTIPOLYGON
## Dimension:     XY
## Bounding box:  xmin: -81.73562 ymin: -4.229406 xmax: -66.84722 ymax: 13.39473
## Geodetic CRS:  MAGNA-SIRGAS
HeridosDepto <- muestra_inc %>%
group_by(DEPARTAMENTO) %>%
  summarise(promedioH = mean(HERIDOS),COD_DANE)
## `summarise()` has grouped output by 'DEPARTAMENTO'. You can override using the
## `.groups` argument.
# Para visualizar la base resumida
ResumenH=as.data.frame(HeridosDepto)
ResumenH
##           DEPARTAMENTO  promedioH COD_DANE
## 1            ANTIOQUIA 0.80487805       05
## 2            ANTIOQUIA 0.80487805       05
## 3            ANTIOQUIA 0.80487805       05
## 4            ANTIOQUIA 0.80487805       05
## 5            ANTIOQUIA 0.80487805       05
## 6            ANTIOQUIA 0.80487805       05
## 7            ANTIOQUIA 0.80487805       05
## 8            ANTIOQUIA 0.80487805       05
## 9            ANTIOQUIA 0.80487805       05
## 10           ANTIOQUIA 0.80487805       05
## 11           ANTIOQUIA 0.80487805       05
## 12           ANTIOQUIA 0.80487805       05
## 13           ANTIOQUIA 0.80487805       05
## 14           ANTIOQUIA 0.80487805       05
## 15           ANTIOQUIA 0.80487805       05
## 16           ANTIOQUIA 0.80487805       05
## 17           ANTIOQUIA 0.80487805       05
## 18           ANTIOQUIA 0.80487805       05
## 19           ANTIOQUIA 0.80487805       05
## 20           ANTIOQUIA 0.80487805       05
## 21           ANTIOQUIA 0.80487805       05
## 22           ANTIOQUIA 0.80487805       05
## 23           ANTIOQUIA 0.80487805       05
## 24           ANTIOQUIA 0.80487805       05
## 25           ANTIOQUIA 0.80487805       05
## 26           ANTIOQUIA 0.80487805       05
## 27           ANTIOQUIA 0.80487805       05
## 28           ANTIOQUIA 0.80487805       05
## 29           ANTIOQUIA 0.80487805       05
## 30           ANTIOQUIA 0.80487805       05
## 31           ANTIOQUIA 0.80487805       05
## 32           ANTIOQUIA 0.80487805       05
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## 35           ANTIOQUIA 0.80487805       05
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## 39           ANTIOQUIA 0.80487805       05
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## 57        BOGOTA, D.C. 1.64285714       11
## 58        BOGOTA, D.C. 1.64285714       11
## 59        BOGOTA, D.C. 1.64285714       11
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## 61        BOGOTA, D.C. 1.64285714       11
## 62        BOGOTA, D.C. 1.64285714       11
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## 69        BOGOTA, D.C. 1.64285714       11
## 70        BOGOTA, D.C. 1.64285714       11
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## 540             NARIÑO 0.47619048       52
## 541             NARIÑO 0.47619048       52
## 542             NARIÑO 0.47619048       52
## 543             NARIÑO 0.47619048       52
## 544             NARIÑO 0.47619048       52
## 545             NARIÑO 0.47619048       52
## 546             NARIÑO 0.47619048       52
## 547             NARIÑO 0.47619048       52
## 548             NARIÑO 0.47619048       52
## 549             NARIÑO 0.47619048       52
## 550             NARIÑO 0.47619048       52
## 551             NARIÑO 0.47619048       52
## 552             NARIÑO 0.47619048       52
## 553             NARIÑO 0.47619048       52
## 554             NARIÑO 0.47619048       52
## 555             NARIÑO 0.47619048       52
## 556             NARIÑO 0.47619048       52
## 557             NARIÑO 0.47619048       52
## 558             NARIÑO 0.47619048       52
## 559             NARIÑO 0.47619048       52
## 560 NORTE DE SANTANDER 0.45454545       54
## 561 NORTE DE SANTANDER 0.45454545       54
## 562 NORTE DE SANTANDER 0.45454545       54
## 563 NORTE DE SANTANDER 0.45454545       54
## 564 NORTE DE SANTANDER 0.45454545       54
## 565 NORTE DE SANTANDER 0.45454545       54
## 566 NORTE DE SANTANDER 0.45454545       54
## 567 NORTE DE SANTANDER 0.45454545       54
## 568 NORTE DE SANTANDER 0.45454545       54
## 569 NORTE DE SANTANDER 0.45454545       54
## 570 NORTE DE SANTANDER 0.45454545       54
## 571           PUTUMAYO 0.00000000       86
## 572           PUTUMAYO 0.00000000       86
## 573           PUTUMAYO 0.00000000       86
## 574           PUTUMAYO 0.00000000       86
## 575           PUTUMAYO 0.00000000       86
## 576           PUTUMAYO 0.00000000       86
## 577           PUTUMAYO 0.00000000       86
## 578           PUTUMAYO 0.00000000       86
## 579           PUTUMAYO 0.00000000       86
## 580            QUINDIO 0.80000000       63
## 581            QUINDIO 0.80000000       63
## 582            QUINDIO 0.80000000       63
## 583            QUINDIO 0.80000000       63
## 584            QUINDIO 0.80000000       63
## 585            QUINDIO 0.80000000       63
## 586            QUINDIO 0.80000000       63
## 587            QUINDIO 0.80000000       63
## 588            QUINDIO 0.80000000       63
## 589            QUINDIO 0.80000000       63
## 590          RISARALDA 1.22580645       66
## 591          RISARALDA 1.22580645       66
## 592          RISARALDA 1.22580645       66
## 593          RISARALDA 1.22580645       66
## 594          RISARALDA 1.22580645       66
## 595          RISARALDA 1.22580645       66
## 596          RISARALDA 1.22580645       66
## 597          RISARALDA 1.22580645       66
## 598          RISARALDA 1.22580645       66
## 599          RISARALDA 1.22580645       66
## 600          RISARALDA 1.22580645       66
## 601          RISARALDA 1.22580645       66
## 602          RISARALDA 1.22580645       66
## 603          RISARALDA 1.22580645       66
## 604          RISARALDA 1.22580645       66
## 605          RISARALDA 1.22580645       66
## 606          RISARALDA 1.22580645       66
## 607          RISARALDA 1.22580645       66
## 608          RISARALDA 1.22580645       66
## 609          RISARALDA 1.22580645       66
## 610          RISARALDA 1.22580645       66
## 611          RISARALDA 1.22580645       66
## 612          RISARALDA 1.22580645       66
## 613          RISARALDA 1.22580645       66
## 614          RISARALDA 1.22580645       66
## 615          RISARALDA 1.22580645       66
## 616          RISARALDA 1.22580645       66
## 617          RISARALDA 1.22580645       66
## 618          RISARALDA 1.22580645       66
## 619          RISARALDA 1.22580645       66
## 620          RISARALDA 1.22580645       66
## 621          SANTANDER 0.02631579       68
## 622          SANTANDER 0.02631579       68
## 623          SANTANDER 0.02631579       68
## 624          SANTANDER 0.02631579       68
## 625          SANTANDER 0.02631579       68
## 626          SANTANDER 0.02631579       68
## 627          SANTANDER 0.02631579       68
## 628          SANTANDER 0.02631579       68
## 629          SANTANDER 0.02631579       68
## 630          SANTANDER 0.02631579       68
## 631          SANTANDER 0.02631579       68
## 632          SANTANDER 0.02631579       68
## 633          SANTANDER 0.02631579       68
## 634          SANTANDER 0.02631579       68
## 635          SANTANDER 0.02631579       68
## 636          SANTANDER 0.02631579       68
## 637          SANTANDER 0.02631579       68
## 638          SANTANDER 0.02631579       68
## 639          SANTANDER 0.02631579       68
## 640          SANTANDER 0.02631579       68
## 641          SANTANDER 0.02631579       68
## 642          SANTANDER 0.02631579       68
## 643          SANTANDER 0.02631579       68
## 644          SANTANDER 0.02631579       68
## 645          SANTANDER 0.02631579       68
## 646          SANTANDER 0.02631579       68
## 647          SANTANDER 0.02631579       68
## 648          SANTANDER 0.02631579       68
## 649          SANTANDER 0.02631579       68
## 650          SANTANDER 0.02631579       68
## 651          SANTANDER 0.02631579       68
## 652          SANTANDER 0.02631579       68
## 653          SANTANDER 0.02631579       68
## 654          SANTANDER 0.02631579       68
## 655          SANTANDER 0.02631579       68
## 656          SANTANDER 0.02631579       68
## 657          SANTANDER 0.02631579       68
## 658          SANTANDER 0.02631579       68
## 659              SUCRE 0.00000000       70
## 660              SUCRE 0.00000000       70
## 661              SUCRE 0.00000000       70
## 662              SUCRE 0.00000000       70
## 663              SUCRE 0.00000000       70
## 664              SUCRE 0.00000000       70
## 665              SUCRE 0.00000000       70
## 666              SUCRE 0.00000000       70
## 667              SUCRE 0.00000000       70
## 668             TOLIMA 0.11290323       73
## 669             TOLIMA 0.11290323       73
## 670             TOLIMA 0.11290323       73
## 671             TOLIMA 0.11290323       73
## 672             TOLIMA 0.11290323       73
## 673             TOLIMA 0.11290323       73
## 674             TOLIMA 0.11290323       73
## 675             TOLIMA 0.11290323       73
## 676             TOLIMA 0.11290323       73
## 677             TOLIMA 0.11290323       73
## 678             TOLIMA 0.11290323       73
## 679             TOLIMA 0.11290323       73
## 680             TOLIMA 0.11290323       73
## 681             TOLIMA 0.11290323       73
## 682             TOLIMA 0.11290323       73
## 683             TOLIMA 0.11290323       73
## 684             TOLIMA 0.11290323       73
## 685             TOLIMA 0.11290323       73
## 686             TOLIMA 0.11290323       73
## 687             TOLIMA 0.11290323       73
## 688             TOLIMA 0.11290323       73
## 689             TOLIMA 0.11290323       73
## 690             TOLIMA 0.11290323       73
## 691             TOLIMA 0.11290323       73
## 692             TOLIMA 0.11290323       73
## 693             TOLIMA 0.11290323       73
## 694             TOLIMA 0.11290323       73
## 695             TOLIMA 0.11290323       73
## 696             TOLIMA 0.11290323       73
## 697             TOLIMA 0.11290323       73
## 698             TOLIMA 0.11290323       73
## 699             TOLIMA 0.11290323       73
## 700             TOLIMA 0.11290323       73
## 701             TOLIMA 0.11290323       73
## 702             TOLIMA 0.11290323       73
## 703             TOLIMA 0.11290323       73
## 704             TOLIMA 0.11290323       73
## 705             TOLIMA 0.11290323       73
## 706             TOLIMA 0.11290323       73
## 707             TOLIMA 0.11290323       73
## 708             TOLIMA 0.11290323       73
## 709             TOLIMA 0.11290323       73
## 710             TOLIMA 0.11290323       73
## 711             TOLIMA 0.11290323       73
## 712             TOLIMA 0.11290323       73
## 713             TOLIMA 0.11290323       73
## 714             TOLIMA 0.11290323       73
## 715             TOLIMA 0.11290323       73
## 716             TOLIMA 0.11290323       73
## 717             TOLIMA 0.11290323       73
## 718             TOLIMA 0.11290323       73
## 719             TOLIMA 0.11290323       73
## 720             TOLIMA 0.11290323       73
## 721             TOLIMA 0.11290323       73
## 722             TOLIMA 0.11290323       73
## 723             TOLIMA 0.11290323       73
## 724             TOLIMA 0.11290323       73
## 725             TOLIMA 0.11290323       73
## 726             TOLIMA 0.11290323       73
## 727             TOLIMA 0.11290323       73
## 728             TOLIMA 0.11290323       73
## 729             TOLIMA 0.11290323       73
## 730    VALLE DEL CAUCA 1.42307692       76
## 731    VALLE DEL CAUCA 1.42307692       76
## 732    VALLE DEL CAUCA 1.42307692       76
## 733    VALLE DEL CAUCA 1.42307692       76
## 734    VALLE DEL CAUCA 1.42307692       76
## 735    VALLE DEL CAUCA 1.42307692       76
## 736    VALLE DEL CAUCA 1.42307692       76
## 737    VALLE DEL CAUCA 1.42307692       76
## 738    VALLE DEL CAUCA 1.42307692       76
## 739    VALLE DEL CAUCA 1.42307692       76
## 740    VALLE DEL CAUCA 1.42307692       76
## 741    VALLE DEL CAUCA 1.42307692       76
## 742    VALLE DEL CAUCA 1.42307692       76
## 743    VALLE DEL CAUCA 1.42307692       76
## 744    VALLE DEL CAUCA 1.42307692       76
## 745    VALLE DEL CAUCA 1.42307692       76
## 746    VALLE DEL CAUCA 1.42307692       76
## 747    VALLE DEL CAUCA 1.42307692       76
## 748    VALLE DEL CAUCA 1.42307692       76
## 749    VALLE DEL CAUCA 1.42307692       76
## 750    VALLE DEL CAUCA 1.42307692       76
## 751    VALLE DEL CAUCA 1.42307692       76
## 752    VALLE DEL CAUCA 1.42307692       76
## 753    VALLE DEL CAUCA 1.42307692       76
## 754    VALLE DEL CAUCA 1.42307692       76
## 755    VALLE DEL CAUCA 1.42307692       76
## 756             VAUPES 0.00000000       97
## 757            VICHADA 0.00000000       99
Etiquetas=unite(ResumenH, Etiqueta,c(1,2), sep = ": ", remove = TRUE)
Etiquetas=Etiquetas[,1]
Etiquetas
##   [1] "ANTIOQUIA: 0.804878048780488"         
##   [2] "ANTIOQUIA: 0.804878048780488"         
##   [3] "ANTIOQUIA: 0.804878048780488"         
##   [4] "ANTIOQUIA: 0.804878048780488"         
##   [5] "ANTIOQUIA: 0.804878048780488"         
##   [6] "ANTIOQUIA: 0.804878048780488"         
##   [7] "ANTIOQUIA: 0.804878048780488"         
##   [8] "ANTIOQUIA: 0.804878048780488"         
##   [9] "ANTIOQUIA: 0.804878048780488"         
##  [10] "ANTIOQUIA: 0.804878048780488"         
##  [11] "ANTIOQUIA: 0.804878048780488"         
##  [12] "ANTIOQUIA: 0.804878048780488"         
##  [13] "ANTIOQUIA: 0.804878048780488"         
##  [14] "ANTIOQUIA: 0.804878048780488"         
##  [15] "ANTIOQUIA: 0.804878048780488"         
##  [16] "ANTIOQUIA: 0.804878048780488"         
##  [17] "ANTIOQUIA: 0.804878048780488"         
##  [18] "ANTIOQUIA: 0.804878048780488"         
##  [19] "ANTIOQUIA: 0.804878048780488"         
##  [20] "ANTIOQUIA: 0.804878048780488"         
##  [21] "ANTIOQUIA: 0.804878048780488"         
##  [22] "ANTIOQUIA: 0.804878048780488"         
##  [23] "ANTIOQUIA: 0.804878048780488"         
##  [24] "ANTIOQUIA: 0.804878048780488"         
##  [25] "ANTIOQUIA: 0.804878048780488"         
##  [26] "ANTIOQUIA: 0.804878048780488"         
##  [27] "ANTIOQUIA: 0.804878048780488"         
##  [28] "ANTIOQUIA: 0.804878048780488"         
##  [29] "ANTIOQUIA: 0.804878048780488"         
##  [30] "ANTIOQUIA: 0.804878048780488"         
##  [31] "ANTIOQUIA: 0.804878048780488"         
##  [32] "ANTIOQUIA: 0.804878048780488"         
##  [33] "ANTIOQUIA: 0.804878048780488"         
##  [34] "ANTIOQUIA: 0.804878048780488"         
##  [35] "ANTIOQUIA: 0.804878048780488"         
##  [36] "ANTIOQUIA: 0.804878048780488"         
##  [37] "ANTIOQUIA: 0.804878048780488"         
##  [38] "ANTIOQUIA: 0.804878048780488"         
##  [39] "ANTIOQUIA: 0.804878048780488"         
##  [40] "ANTIOQUIA: 0.804878048780488"         
##  [41] "ANTIOQUIA: 0.804878048780488"         
##  [42] "ARAUCA: 0"                            
##  [43] "ARAUCA: 0"                            
##  [44] "ARAUCA: 0"                            
##  [45] "ARAUCA: 0"                            
##  [46] "ARAUCA: 0"                            
##  [47] "ARAUCA: 0"                            
##  [48] "ARAUCA: 0"                            
##  [49] "ARAUCA: 0"                            
##  [50] "ARAUCA: 0"                            
##  [51] "ARAUCA: 0"                            
##  [52] "ATLANTICO: 0"                         
##  [53] "ATLANTICO: 0"                         
##  [54] "ATLANTICO: 0"                         
##  [55] "ATLANTICO: 0"                         
##  [56] "ATLANTICO: 0"                         
##  [57] "BOGOTA, D.C.: 1.64285714285714"       
##  [58] "BOGOTA, D.C.: 1.64285714285714"       
##  [59] "BOGOTA, D.C.: 1.64285714285714"       
##  [60] "BOGOTA, D.C.: 1.64285714285714"       
##  [61] "BOGOTA, D.C.: 1.64285714285714"       
##  [62] "BOGOTA, D.C.: 1.64285714285714"       
##  [63] "BOGOTA, D.C.: 1.64285714285714"       
##  [64] "BOGOTA, D.C.: 1.64285714285714"       
##  [65] "BOGOTA, D.C.: 1.64285714285714"       
##  [66] "BOGOTA, D.C.: 1.64285714285714"       
##  [67] "BOGOTA, D.C.: 1.64285714285714"       
##  [68] "BOGOTA, D.C.: 1.64285714285714"       
##  [69] "BOGOTA, D.C.: 1.64285714285714"       
##  [70] "BOGOTA, D.C.: 1.64285714285714"       
##  [71] "BOLIVAR: 0"                           
##  [72] "BOLIVAR: 0"                           
##  [73] "BOLIVAR: 0"                           
##  [74] "BOLIVAR: 0"                           
##  [75] "BOLIVAR: 0"                           
##  [76] "BOLIVAR: 0"                           
##  [77] "BOLIVAR: 0"                           
##  [78] "BOLIVAR: 0"                           
##  [79] "BOLIVAR: 0"                           
##  [80] "BOLIVAR: 0"                           
##  [81] "BOLIVAR: 0"                           
##  [82] "BOYACA: 0.764705882352941"            
##  [83] "BOYACA: 0.764705882352941"            
##  [84] "BOYACA: 0.764705882352941"            
##  [85] "BOYACA: 0.764705882352941"            
##  [86] "BOYACA: 0.764705882352941"            
##  [87] "BOYACA: 0.764705882352941"            
##  [88] "BOYACA: 0.764705882352941"            
##  [89] "BOYACA: 0.764705882352941"            
##  [90] "BOYACA: 0.764705882352941"            
##  [91] "BOYACA: 0.764705882352941"            
##  [92] "BOYACA: 0.764705882352941"            
##  [93] "BOYACA: 0.764705882352941"            
##  [94] "BOYACA: 0.764705882352941"            
##  [95] "BOYACA: 0.764705882352941"            
##  [96] "BOYACA: 0.764705882352941"            
##  [97] "BOYACA: 0.764705882352941"            
##  [98] "BOYACA: 0.764705882352941"            
##  [99] "BOYACA: 0.764705882352941"            
## [100] "BOYACA: 0.764705882352941"            
## [101] "BOYACA: 0.764705882352941"            
## [102] "BOYACA: 0.764705882352941"            
## [103] "BOYACA: 0.764705882352941"            
## [104] "BOYACA: 0.764705882352941"            
## [105] "BOYACA: 0.764705882352941"            
## [106] "BOYACA: 0.764705882352941"            
## [107] "BOYACA: 0.764705882352941"            
## [108] "BOYACA: 0.764705882352941"            
## [109] "BOYACA: 0.764705882352941"            
## [110] "BOYACA: 0.764705882352941"            
## [111] "BOYACA: 0.764705882352941"            
## [112] "BOYACA: 0.764705882352941"            
## [113] "BOYACA: 0.764705882352941"            
## [114] "BOYACA: 0.764705882352941"            
## [115] "BOYACA: 0.764705882352941"            
## [116] "CALDAS: 0.5"                          
## [117] "CALDAS: 0.5"                          
## [118] "CALDAS: 0.5"                          
## [119] "CALDAS: 0.5"                          
## [120] "CALDAS: 0.5"                          
## [121] "CALDAS: 0.5"                          
## [122] "CALDAS: 0.5"                          
## [123] "CALDAS: 0.5"                          
## [124] "CALDAS: 0.5"                          
## [125] "CALDAS: 0.5"                          
## [126] "CALDAS: 0.5"                          
## [127] "CALDAS: 0.5"                          
## [128] "CALDAS: 0.5"                          
## [129] "CALDAS: 0.5"                          
## [130] "CAQUETA: 1.25"                        
## [131] "CAQUETA: 1.25"                        
## [132] "CAQUETA: 1.25"                        
## [133] "CAQUETA: 1.25"                        
## [134] "CAQUETA: 1.25"                        
## [135] "CAQUETA: 1.25"                        
## [136] "CAQUETA: 1.25"                        
## [137] "CAQUETA: 1.25"                        
## [138] "CASANARE: 0"                          
## [139] "CASANARE: 0"                          
## [140] "CASANARE: 0"                          
## [141] "CASANARE: 0"                          
## [142] "CASANARE: 0"                          
## [143] "CASANARE: 0"                          
## [144] "CASANARE: 0"                          
## [145] "CASANARE: 0"                          
## [146] "CASANARE: 0"                          
## [147] "CASANARE: 0"                          
## [148] "CASANARE: 0"                          
## [149] "CASANARE: 0"                          
## [150] "CASANARE: 0"                          
## [151] "CASANARE: 0"                          
## [152] "CASANARE: 0"                          
## [153] "CAUCA: 0.2"                           
## [154] "CAUCA: 0.2"                           
## [155] "CAUCA: 0.2"                           
## [156] "CAUCA: 0.2"                           
## [157] "CAUCA: 0.2"                           
## [158] "CAUCA: 0.2"                           
## [159] "CAUCA: 0.2"                           
## [160] "CAUCA: 0.2"                           
## [161] "CAUCA: 0.2"                           
## [162] "CAUCA: 0.2"                           
## [163] "CAUCA: 0.2"                           
## [164] "CAUCA: 0.2"                           
## [165] "CAUCA: 0.2"                           
## [166] "CAUCA: 0.2"                           
## [167] "CAUCA: 0.2"                           
## [168] "CAUCA: 0.2"                           
## [169] "CAUCA: 0.2"                           
## [170] "CAUCA: 0.2"                           
## [171] "CAUCA: 0.2"                           
## [172] "CAUCA: 0.2"                           
## [173] "CAUCA: 0.2"                           
## [174] "CAUCA: 0.2"                           
## [175] "CAUCA: 0.2"                           
## [176] "CAUCA: 0.2"                           
## [177] "CAUCA: 0.2"                           
## [178] "CAUCA: 0.2"                           
## [179] "CAUCA: 0.2"                           
## [180] "CAUCA: 0.2"                           
## [181] "CAUCA: 0.2"                           
## [182] "CAUCA: 0.2"                           
## [183] "CAUCA: 0.2"                           
## [184] "CAUCA: 0.2"                           
## [185] "CAUCA: 0.2"                           
## [186] "CAUCA: 0.2"                           
## [187] "CAUCA: 0.2"                           
## [188] "CAUCA: 0.2"                           
## [189] "CAUCA: 0.2"                           
## [190] "CAUCA: 0.2"                           
## [191] "CAUCA: 0.2"                           
## [192] "CAUCA: 0.2"                           
## [193] "CESAR: 0.470588235294118"             
## [194] "CESAR: 0.470588235294118"             
## [195] "CESAR: 0.470588235294118"             
## [196] "CESAR: 0.470588235294118"             
## [197] "CESAR: 0.470588235294118"             
## [198] "CESAR: 0.470588235294118"             
## [199] "CESAR: 0.470588235294118"             
## [200] "CESAR: 0.470588235294118"             
## [201] "CESAR: 0.470588235294118"             
## [202] "CESAR: 0.470588235294118"             
## [203] "CESAR: 0.470588235294118"             
## [204] "CESAR: 0.470588235294118"             
## [205] "CESAR: 0.470588235294118"             
## [206] "CESAR: 0.470588235294118"             
## [207] "CESAR: 0.470588235294118"             
## [208] "CESAR: 0.470588235294118"             
## [209] "CESAR: 0.470588235294118"             
## [210] "CHOCO: 0.15"                          
## [211] "CHOCO: 0.15"                          
## [212] "CHOCO: 0.15"                          
## [213] "CHOCO: 0.15"                          
## [214] "CHOCO: 0.15"                          
## [215] "CHOCO: 0.15"                          
## [216] "CHOCO: 0.15"                          
## [217] "CHOCO: 0.15"                          
## [218] "CHOCO: 0.15"                          
## [219] "CHOCO: 0.15"                          
## [220] "CHOCO: 0.15"                          
## [221] "CHOCO: 0.15"                          
## [222] "CHOCO: 0.15"                          
## [223] "CHOCO: 0.15"                          
## [224] "CHOCO: 0.15"                          
## [225] "CHOCO: 0.15"                          
## [226] "CHOCO: 0.15"                          
## [227] "CHOCO: 0.15"                          
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## [588] "QUINDIO: 0.8"                         
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## [612] "RISARALDA: 1.2258064516129"           
## [613] "RISARALDA: 1.2258064516129"           
## [614] "RISARALDA: 1.2258064516129"           
## [615] "RISARALDA: 1.2258064516129"           
## [616] "RISARALDA: 1.2258064516129"           
## [617] "RISARALDA: 1.2258064516129"           
## [618] "RISARALDA: 1.2258064516129"           
## [619] "RISARALDA: 1.2258064516129"           
## [620] "RISARALDA: 1.2258064516129"           
## [621] "SANTANDER: 0.0263157894736842"        
## [622] "SANTANDER: 0.0263157894736842"        
## [623] "SANTANDER: 0.0263157894736842"        
## [624] "SANTANDER: 0.0263157894736842"        
## [625] "SANTANDER: 0.0263157894736842"        
## [626] "SANTANDER: 0.0263157894736842"        
## [627] "SANTANDER: 0.0263157894736842"        
## [628] "SANTANDER: 0.0263157894736842"        
## [629] "SANTANDER: 0.0263157894736842"        
## [630] "SANTANDER: 0.0263157894736842"        
## [631] "SANTANDER: 0.0263157894736842"        
## [632] "SANTANDER: 0.0263157894736842"        
## [633] "SANTANDER: 0.0263157894736842"        
## [634] "SANTANDER: 0.0263157894736842"        
## [635] "SANTANDER: 0.0263157894736842"        
## [636] "SANTANDER: 0.0263157894736842"        
## [637] "SANTANDER: 0.0263157894736842"        
## [638] "SANTANDER: 0.0263157894736842"        
## [639] "SANTANDER: 0.0263157894736842"        
## [640] "SANTANDER: 0.0263157894736842"        
## [641] "SANTANDER: 0.0263157894736842"        
## [642] "SANTANDER: 0.0263157894736842"        
## [643] "SANTANDER: 0.0263157894736842"        
## [644] "SANTANDER: 0.0263157894736842"        
## [645] "SANTANDER: 0.0263157894736842"        
## [646] "SANTANDER: 0.0263157894736842"        
## [647] "SANTANDER: 0.0263157894736842"        
## [648] "SANTANDER: 0.0263157894736842"        
## [649] "SANTANDER: 0.0263157894736842"        
## [650] "SANTANDER: 0.0263157894736842"        
## [651] "SANTANDER: 0.0263157894736842"        
## [652] "SANTANDER: 0.0263157894736842"        
## [653] "SANTANDER: 0.0263157894736842"        
## [654] "SANTANDER: 0.0263157894736842"        
## [655] "SANTANDER: 0.0263157894736842"        
## [656] "SANTANDER: 0.0263157894736842"        
## [657] "SANTANDER: 0.0263157894736842"        
## [658] "SANTANDER: 0.0263157894736842"        
## [659] "SUCRE: 0"                             
## [660] "SUCRE: 0"                             
## [661] "SUCRE: 0"                             
## [662] "SUCRE: 0"                             
## [663] "SUCRE: 0"                             
## [664] "SUCRE: 0"                             
## [665] "SUCRE: 0"                             
## [666] "SUCRE: 0"                             
## [667] "SUCRE: 0"                             
## [668] "TOLIMA: 0.112903225806452"            
## [669] "TOLIMA: 0.112903225806452"            
## [670] "TOLIMA: 0.112903225806452"            
## [671] "TOLIMA: 0.112903225806452"            
## [672] "TOLIMA: 0.112903225806452"            
## [673] "TOLIMA: 0.112903225806452"            
## [674] "TOLIMA: 0.112903225806452"            
## [675] "TOLIMA: 0.112903225806452"            
## [676] "TOLIMA: 0.112903225806452"            
## [677] "TOLIMA: 0.112903225806452"            
## [678] "TOLIMA: 0.112903225806452"            
## [679] "TOLIMA: 0.112903225806452"            
## [680] "TOLIMA: 0.112903225806452"            
## [681] "TOLIMA: 0.112903225806452"            
## [682] "TOLIMA: 0.112903225806452"            
## [683] "TOLIMA: 0.112903225806452"            
## [684] "TOLIMA: 0.112903225806452"            
## [685] "TOLIMA: 0.112903225806452"            
## [686] "TOLIMA: 0.112903225806452"            
## [687] "TOLIMA: 0.112903225806452"            
## [688] "TOLIMA: 0.112903225806452"            
## [689] "TOLIMA: 0.112903225806452"            
## [690] "TOLIMA: 0.112903225806452"            
## [691] "TOLIMA: 0.112903225806452"            
## [692] "TOLIMA: 0.112903225806452"            
## [693] "TOLIMA: 0.112903225806452"            
## [694] "TOLIMA: 0.112903225806452"            
## [695] "TOLIMA: 0.112903225806452"            
## [696] "TOLIMA: 0.112903225806452"            
## [697] "TOLIMA: 0.112903225806452"            
## [698] "TOLIMA: 0.112903225806452"            
## [699] "TOLIMA: 0.112903225806452"            
## [700] "TOLIMA: 0.112903225806452"            
## [701] "TOLIMA: 0.112903225806452"            
## [702] "TOLIMA: 0.112903225806452"            
## [703] "TOLIMA: 0.112903225806452"            
## [704] "TOLIMA: 0.112903225806452"            
## [705] "TOLIMA: 0.112903225806452"            
## [706] "TOLIMA: 0.112903225806452"            
## [707] "TOLIMA: 0.112903225806452"            
## [708] "TOLIMA: 0.112903225806452"            
## [709] "TOLIMA: 0.112903225806452"            
## [710] "TOLIMA: 0.112903225806452"            
## [711] "TOLIMA: 0.112903225806452"            
## [712] "TOLIMA: 0.112903225806452"            
## [713] "TOLIMA: 0.112903225806452"            
## [714] "TOLIMA: 0.112903225806452"            
## [715] "TOLIMA: 0.112903225806452"            
## [716] "TOLIMA: 0.112903225806452"            
## [717] "TOLIMA: 0.112903225806452"            
## [718] "TOLIMA: 0.112903225806452"            
## [719] "TOLIMA: 0.112903225806452"            
## [720] "TOLIMA: 0.112903225806452"            
## [721] "TOLIMA: 0.112903225806452"            
## [722] "TOLIMA: 0.112903225806452"            
## [723] "TOLIMA: 0.112903225806452"            
## [724] "TOLIMA: 0.112903225806452"            
## [725] "TOLIMA: 0.112903225806452"            
## [726] "TOLIMA: 0.112903225806452"            
## [727] "TOLIMA: 0.112903225806452"            
## [728] "TOLIMA: 0.112903225806452"            
## [729] "TOLIMA: 0.112903225806452"            
## [730] "VALLE DEL CAUCA: 1.42307692307692"    
## [731] "VALLE DEL CAUCA: 1.42307692307692"    
## [732] "VALLE DEL CAUCA: 1.42307692307692"    
## [733] "VALLE DEL CAUCA: 1.42307692307692"    
## [734] "VALLE DEL CAUCA: 1.42307692307692"    
## [735] "VALLE DEL CAUCA: 1.42307692307692"    
## [736] "VALLE DEL CAUCA: 1.42307692307692"    
## [737] "VALLE DEL CAUCA: 1.42307692307692"    
## [738] "VALLE DEL CAUCA: 1.42307692307692"    
## [739] "VALLE DEL CAUCA: 1.42307692307692"    
## [740] "VALLE DEL CAUCA: 1.42307692307692"    
## [741] "VALLE DEL CAUCA: 1.42307692307692"    
## [742] "VALLE DEL CAUCA: 1.42307692307692"    
## [743] "VALLE DEL CAUCA: 1.42307692307692"    
## [744] "VALLE DEL CAUCA: 1.42307692307692"    
## [745] "VALLE DEL CAUCA: 1.42307692307692"    
## [746] "VALLE DEL CAUCA: 1.42307692307692"    
## [747] "VALLE DEL CAUCA: 1.42307692307692"    
## [748] "VALLE DEL CAUCA: 1.42307692307692"    
## [749] "VALLE DEL CAUCA: 1.42307692307692"    
## [750] "VALLE DEL CAUCA: 1.42307692307692"    
## [751] "VALLE DEL CAUCA: 1.42307692307692"    
## [752] "VALLE DEL CAUCA: 1.42307692307692"    
## [753] "VALLE DEL CAUCA: 1.42307692307692"    
## [754] "VALLE DEL CAUCA: 1.42307692307692"    
## [755] "VALLE DEL CAUCA: 1.42307692307692"    
## [756] "VAUPES: 0"                            
## [757] "VICHADA: 0"
Resumen3=cbind(ResumenH, Etiquetas )
Resumen3
##           DEPARTAMENTO  promedioH COD_DANE
## 1            ANTIOQUIA 0.80487805       05
## 2            ANTIOQUIA 0.80487805       05
## 3            ANTIOQUIA 0.80487805       05
## 4            ANTIOQUIA 0.80487805       05
## 5            ANTIOQUIA 0.80487805       05
## 6            ANTIOQUIA 0.80487805       05
## 7            ANTIOQUIA 0.80487805       05
## 8            ANTIOQUIA 0.80487805       05
## 9            ANTIOQUIA 0.80487805       05
## 10           ANTIOQUIA 0.80487805       05
## 11           ANTIOQUIA 0.80487805       05
## 12           ANTIOQUIA 0.80487805       05
## 13           ANTIOQUIA 0.80487805       05
## 14           ANTIOQUIA 0.80487805       05
## 15           ANTIOQUIA 0.80487805       05
## 16           ANTIOQUIA 0.80487805       05
## 17           ANTIOQUIA 0.80487805       05
## 18           ANTIOQUIA 0.80487805       05
## 19           ANTIOQUIA 0.80487805       05
## 20           ANTIOQUIA 0.80487805       05
## 21           ANTIOQUIA 0.80487805       05
## 22           ANTIOQUIA 0.80487805       05
## 23           ANTIOQUIA 0.80487805       05
## 24           ANTIOQUIA 0.80487805       05
## 25           ANTIOQUIA 0.80487805       05
## 26           ANTIOQUIA 0.80487805       05
## 27           ANTIOQUIA 0.80487805       05
## 28           ANTIOQUIA 0.80487805       05
## 29           ANTIOQUIA 0.80487805       05
## 30           ANTIOQUIA 0.80487805       05
## 31           ANTIOQUIA 0.80487805       05
## 32           ANTIOQUIA 0.80487805       05
## 33           ANTIOQUIA 0.80487805       05
## 34           ANTIOQUIA 0.80487805       05
## 35           ANTIOQUIA 0.80487805       05
## 36           ANTIOQUIA 0.80487805       05
## 37           ANTIOQUIA 0.80487805       05
## 38           ANTIOQUIA 0.80487805       05
## 39           ANTIOQUIA 0.80487805       05
## 40           ANTIOQUIA 0.80487805       05
## 41           ANTIOQUIA 0.80487805       05
## 42              ARAUCA 0.00000000       81
## 43              ARAUCA 0.00000000       81
## 44              ARAUCA 0.00000000       81
## 45              ARAUCA 0.00000000       81
## 46              ARAUCA 0.00000000       81
## 47              ARAUCA 0.00000000       81
## 48              ARAUCA 0.00000000       81
## 49              ARAUCA 0.00000000       81
## 50              ARAUCA 0.00000000       81
## 51              ARAUCA 0.00000000       81
## 52           ATLANTICO 0.00000000       08
## 53           ATLANTICO 0.00000000       08
## 54           ATLANTICO 0.00000000       08
## 55           ATLANTICO 0.00000000       08
## 56           ATLANTICO 0.00000000       08
## 57        BOGOTA, D.C. 1.64285714       11
## 58        BOGOTA, D.C. 1.64285714       11
## 59        BOGOTA, D.C. 1.64285714       11
## 60        BOGOTA, D.C. 1.64285714       11
## 61        BOGOTA, D.C. 1.64285714       11
## 62        BOGOTA, D.C. 1.64285714       11
## 63        BOGOTA, D.C. 1.64285714       11
## 64        BOGOTA, D.C. 1.64285714       11
## 65        BOGOTA, D.C. 1.64285714       11
## 66        BOGOTA, D.C. 1.64285714       11
## 67        BOGOTA, D.C. 1.64285714       11
## 68        BOGOTA, D.C. 1.64285714       11
## 69        BOGOTA, D.C. 1.64285714       11
## 70        BOGOTA, D.C. 1.64285714       11
## 71             BOLIVAR 0.00000000       13
## 72             BOLIVAR 0.00000000       13
## 73             BOLIVAR 0.00000000       13
## 74             BOLIVAR 0.00000000       13
## 75             BOLIVAR 0.00000000       13
## 76             BOLIVAR 0.00000000       13
## 77             BOLIVAR 0.00000000       13
## 78             BOLIVAR 0.00000000       13
## 79             BOLIVAR 0.00000000       13
## 80             BOLIVAR 0.00000000       13
## 81             BOLIVAR 0.00000000       13
## 82              BOYACA 0.76470588       15
## 83              BOYACA 0.76470588       15
## 84              BOYACA 0.76470588       15
## 85              BOYACA 0.76470588       15
## 86              BOYACA 0.76470588       15
## 87              BOYACA 0.76470588       15
## 88              BOYACA 0.76470588       15
## 89              BOYACA 0.76470588       15
## 90              BOYACA 0.76470588       15
## 91              BOYACA 0.76470588       15
## 92              BOYACA 0.76470588       15
## 93              BOYACA 0.76470588       15
## 94              BOYACA 0.76470588       15
## 95              BOYACA 0.76470588       15
## 96              BOYACA 0.76470588       15
## 97              BOYACA 0.76470588       15
## 98              BOYACA 0.76470588       15
## 99              BOYACA 0.76470588       15
## 100             BOYACA 0.76470588       15
## 101             BOYACA 0.76470588       15
## 102             BOYACA 0.76470588       15
## 103             BOYACA 0.76470588       15
## 104             BOYACA 0.76470588       15
## 105             BOYACA 0.76470588       15
## 106             BOYACA 0.76470588       15
## 107             BOYACA 0.76470588       15
## 108             BOYACA 0.76470588       15
## 109             BOYACA 0.76470588       15
## 110             BOYACA 0.76470588       15
## 111             BOYACA 0.76470588       15
## 112             BOYACA 0.76470588       15
## 113             BOYACA 0.76470588       15
## 114             BOYACA 0.76470588       15
## 115             BOYACA 0.76470588       15
## 116             CALDAS 0.50000000       17
## 117             CALDAS 0.50000000       17
## 118             CALDAS 0.50000000       17
## 119             CALDAS 0.50000000       17
## 120             CALDAS 0.50000000       17
## 121             CALDAS 0.50000000       17
## 122             CALDAS 0.50000000       17
## 123             CALDAS 0.50000000       17
## 124             CALDAS 0.50000000       17
## 125             CALDAS 0.50000000       17
## 126             CALDAS 0.50000000       17
## 127             CALDAS 0.50000000       17
## 128             CALDAS 0.50000000       17
## 129             CALDAS 0.50000000       17
## 130            CAQUETA 1.25000000       18
## 131            CAQUETA 1.25000000       18
## 132            CAQUETA 1.25000000       18
## 133            CAQUETA 1.25000000       18
## 134            CAQUETA 1.25000000       18
## 135            CAQUETA 1.25000000       18
## 136            CAQUETA 1.25000000       18
## 137            CAQUETA 1.25000000       18
## 138           CASANARE 0.00000000       85
## 139           CASANARE 0.00000000       85
## 140           CASANARE 0.00000000       85
## 141           CASANARE 0.00000000       85
## 142           CASANARE 0.00000000       85
## 143           CASANARE 0.00000000       85
## 144           CASANARE 0.00000000       85
## 145           CASANARE 0.00000000       85
## 146           CASANARE 0.00000000       85
## 147           CASANARE 0.00000000       85
## 148           CASANARE 0.00000000       85
## 149           CASANARE 0.00000000       85
## 150           CASANARE 0.00000000       85
## 151           CASANARE 0.00000000       85
## 152           CASANARE 0.00000000       85
## 153              CAUCA 0.20000000       19
## 154              CAUCA 0.20000000       19
## 155              CAUCA 0.20000000       19
## 156              CAUCA 0.20000000       19
## 157              CAUCA 0.20000000       19
## 158              CAUCA 0.20000000       19
## 159              CAUCA 0.20000000       19
## 160              CAUCA 0.20000000       19
## 161              CAUCA 0.20000000       19
## 162              CAUCA 0.20000000       19
## 163              CAUCA 0.20000000       19
## 164              CAUCA 0.20000000       19
## 165              CAUCA 0.20000000       19
## 166              CAUCA 0.20000000       19
## 167              CAUCA 0.20000000       19
## 168              CAUCA 0.20000000       19
## 169              CAUCA 0.20000000       19
## 170              CAUCA 0.20000000       19
## 171              CAUCA 0.20000000       19
## 172              CAUCA 0.20000000       19
## 173              CAUCA 0.20000000       19
## 174              CAUCA 0.20000000       19
## 175              CAUCA 0.20000000       19
## 176              CAUCA 0.20000000       19
## 177              CAUCA 0.20000000       19
## 178              CAUCA 0.20000000       19
## 179              CAUCA 0.20000000       19
## 180              CAUCA 0.20000000       19
## 181              CAUCA 0.20000000       19
## 182              CAUCA 0.20000000       19
## 183              CAUCA 0.20000000       19
## 184              CAUCA 0.20000000       19
## 185              CAUCA 0.20000000       19
## 186              CAUCA 0.20000000       19
## 187              CAUCA 0.20000000       19
## 188              CAUCA 0.20000000       19
## 189              CAUCA 0.20000000       19
## 190              CAUCA 0.20000000       19
## 191              CAUCA 0.20000000       19
## 192              CAUCA 0.20000000       19
## 193              CESAR 0.47058824       20
## 194              CESAR 0.47058824       20
## 195              CESAR 0.47058824       20
## 196              CESAR 0.47058824       20
## 197              CESAR 0.47058824       20
## 198              CESAR 0.47058824       20
## 199              CESAR 0.47058824       20
## 200              CESAR 0.47058824       20
## 201              CESAR 0.47058824       20
## 202              CESAR 0.47058824       20
## 203              CESAR 0.47058824       20
## 204              CESAR 0.47058824       20
## 205              CESAR 0.47058824       20
## 206              CESAR 0.47058824       20
## 207              CESAR 0.47058824       20
## 208              CESAR 0.47058824       20
## 209              CESAR 0.47058824       20
## 210              CHOCO 0.15000000       27
## 211              CHOCO 0.15000000       27
## 212              CHOCO 0.15000000       27
## 213              CHOCO 0.15000000       27
## 214              CHOCO 0.15000000       27
## 215              CHOCO 0.15000000       27
## 216              CHOCO 0.15000000       27
## 217              CHOCO 0.15000000       27
## 218              CHOCO 0.15000000       27
## 219              CHOCO 0.15000000       27
## 220              CHOCO 0.15000000       27
## 221              CHOCO 0.15000000       27
## 222              CHOCO 0.15000000       27
## 223              CHOCO 0.15000000       27
## 224              CHOCO 0.15000000       27
## 225              CHOCO 0.15000000       27
## 226              CHOCO 0.15000000       27
## 227              CHOCO 0.15000000       27
## 228              CHOCO 0.15000000       27
## 229              CHOCO 0.15000000       27
## 230            CORDOBA 0.00000000       23
## 231            CORDOBA 0.00000000       23
## 232            CORDOBA 0.00000000       23
## 233            CORDOBA 0.00000000       23
## 234            CORDOBA 0.00000000       23
## 235            CORDOBA 0.00000000       23
## 236            CORDOBA 0.00000000       23
## 237            CORDOBA 0.00000000       23
## 238            CORDOBA 0.00000000       23
## 239            CORDOBA 0.00000000       23
## 240            CORDOBA 0.00000000       23
## 241            CORDOBA 0.00000000       23
## 242            CORDOBA 0.00000000       23
## 243            CORDOBA 0.00000000       23
## 244       CUNDINAMARCA 0.29600000       25
## 245       CUNDINAMARCA 0.29600000       25
## 246       CUNDINAMARCA 0.29600000       25
## 247       CUNDINAMARCA 0.29600000       25
## 248       CUNDINAMARCA 0.29600000       25
## 249       CUNDINAMARCA 0.29600000       25
## 250       CUNDINAMARCA 0.29600000       25
## 251       CUNDINAMARCA 0.29600000       25
## 252       CUNDINAMARCA 0.29600000       25
## 253       CUNDINAMARCA 0.29600000       25
## 254       CUNDINAMARCA 0.29600000       25
## 255       CUNDINAMARCA 0.29600000       25
## 256       CUNDINAMARCA 0.29600000       25
## 257       CUNDINAMARCA 0.29600000       25
## 258       CUNDINAMARCA 0.29600000       25
## 259       CUNDINAMARCA 0.29600000       25
## 260       CUNDINAMARCA 0.29600000       25
## 261       CUNDINAMARCA 0.29600000       25
## 262       CUNDINAMARCA 0.29600000       25
## 263       CUNDINAMARCA 0.29600000       25
## 264       CUNDINAMARCA 0.29600000       25
## 265       CUNDINAMARCA 0.29600000       25
## 266       CUNDINAMARCA 0.29600000       25
## 267       CUNDINAMARCA 0.29600000       25
## 268       CUNDINAMARCA 0.29600000       25
## 269       CUNDINAMARCA 0.29600000       25
## 270       CUNDINAMARCA 0.29600000       25
## 271       CUNDINAMARCA 0.29600000       25
## 272       CUNDINAMARCA 0.29600000       25
## 273       CUNDINAMARCA 0.29600000       25
## 274       CUNDINAMARCA 0.29600000       25
## 275       CUNDINAMARCA 0.29600000       25
## 276       CUNDINAMARCA 0.29600000       25
## 277       CUNDINAMARCA 0.29600000       25
## 278       CUNDINAMARCA 0.29600000       25
## 279       CUNDINAMARCA 0.29600000       25
## 280       CUNDINAMARCA 0.29600000       25
## 281       CUNDINAMARCA 0.29600000       25
## 282       CUNDINAMARCA 0.29600000       25
## 283       CUNDINAMARCA 0.29600000       25
## 284       CUNDINAMARCA 0.29600000       25
## 285       CUNDINAMARCA 0.29600000       25
## 286       CUNDINAMARCA 0.29600000       25
## 287       CUNDINAMARCA 0.29600000       25
## 288       CUNDINAMARCA 0.29600000       25
## 289       CUNDINAMARCA 0.29600000       25
## 290       CUNDINAMARCA 0.29600000       25
## 291       CUNDINAMARCA 0.29600000       25
## 292       CUNDINAMARCA 0.29600000       25
## 293       CUNDINAMARCA 0.29600000       25
## 294       CUNDINAMARCA 0.29600000       25
## 295       CUNDINAMARCA 0.29600000       25
## 296       CUNDINAMARCA 0.29600000       25
## 297       CUNDINAMARCA 0.29600000       25
## 298       CUNDINAMARCA 0.29600000       25
## 299       CUNDINAMARCA 0.29600000       25
## 300       CUNDINAMARCA 0.29600000       25
## 301       CUNDINAMARCA 0.29600000       25
## 302       CUNDINAMARCA 0.29600000       25
## 303       CUNDINAMARCA 0.29600000       25
## 304       CUNDINAMARCA 0.29600000       25
## 305       CUNDINAMARCA 0.29600000       25
## 306       CUNDINAMARCA 0.29600000       25
## 307       CUNDINAMARCA 0.29600000       25
## 308       CUNDINAMARCA 0.29600000       25
## 309       CUNDINAMARCA 0.29600000       25
## 310       CUNDINAMARCA 0.29600000       25
## 311       CUNDINAMARCA 0.29600000       25
## 312       CUNDINAMARCA 0.29600000       25
## 313       CUNDINAMARCA 0.29600000       25
## 314       CUNDINAMARCA 0.29600000       25
## 315       CUNDINAMARCA 0.29600000       25
## 316       CUNDINAMARCA 0.29600000       25
## 317       CUNDINAMARCA 0.29600000       25
## 318       CUNDINAMARCA 0.29600000       25
## 319       CUNDINAMARCA 0.29600000       25
## 320       CUNDINAMARCA 0.29600000       25
## 321       CUNDINAMARCA 0.29600000       25
## 322       CUNDINAMARCA 0.29600000       25
## 323       CUNDINAMARCA 0.29600000       25
## 324       CUNDINAMARCA 0.29600000       25
## 325       CUNDINAMARCA 0.29600000       25
## 326       CUNDINAMARCA 0.29600000       25
## 327       CUNDINAMARCA 0.29600000       25
## 328       CUNDINAMARCA 0.29600000       25
## 329       CUNDINAMARCA 0.29600000       25
## 330       CUNDINAMARCA 0.29600000       25
## 331       CUNDINAMARCA 0.29600000       25
## 332       CUNDINAMARCA 0.29600000       25
## 333       CUNDINAMARCA 0.29600000       25
## 334       CUNDINAMARCA 0.29600000       25
## 335       CUNDINAMARCA 0.29600000       25
## 336       CUNDINAMARCA 0.29600000       25
## 337       CUNDINAMARCA 0.29600000       25
## 338       CUNDINAMARCA 0.29600000       25
## 339       CUNDINAMARCA 0.29600000       25
## 340       CUNDINAMARCA 0.29600000       25
## 341       CUNDINAMARCA 0.29600000       25
## 342       CUNDINAMARCA 0.29600000       25
## 343       CUNDINAMARCA 0.29600000       25
## 344       CUNDINAMARCA 0.29600000       25
## 345       CUNDINAMARCA 0.29600000       25
## 346       CUNDINAMARCA 0.29600000       25
## 347       CUNDINAMARCA 0.29600000       25
## 348       CUNDINAMARCA 0.29600000       25
## 349       CUNDINAMARCA 0.29600000       25
## 350       CUNDINAMARCA 0.29600000       25
## 351       CUNDINAMARCA 0.29600000       25
## 352       CUNDINAMARCA 0.29600000       25
## 353       CUNDINAMARCA 0.29600000       25
## 354       CUNDINAMARCA 0.29600000       25
## 355       CUNDINAMARCA 0.29600000       25
## 356       CUNDINAMARCA 0.29600000       25
## 357       CUNDINAMARCA 0.29600000       25
## 358       CUNDINAMARCA 0.29600000       25
## 359       CUNDINAMARCA 0.29600000       25
## 360       CUNDINAMARCA 0.29600000       25
## 361       CUNDINAMARCA 0.29600000       25
## 362       CUNDINAMARCA 0.29600000       25
## 363       CUNDINAMARCA 0.29600000       25
## 364       CUNDINAMARCA 0.29600000       25
## 365       CUNDINAMARCA 0.29600000       25
## 366       CUNDINAMARCA 0.29600000       25
## 367       CUNDINAMARCA 0.29600000       25
## 368       CUNDINAMARCA 0.29600000       25
## 369            GUAINIA 0.00000000       94
## 370            GUAINIA 0.00000000       94
## 371            GUAINIA 0.00000000       94
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## 373           GUAVIARE 0.00000000       95
## 374           GUAVIARE 0.00000000       95
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## 376              HUILA 0.38095238       41
## 377              HUILA 0.38095238       41
## 378              HUILA 0.38095238       41
## 379              HUILA 0.38095238       41
## 380              HUILA 0.38095238       41
## 381              HUILA 0.38095238       41
## 382              HUILA 0.38095238       41
## 383              HUILA 0.38095238       41
## 384              HUILA 0.38095238       41
## 385              HUILA 0.38095238       41
## 386              HUILA 0.38095238       41
## 387              HUILA 0.38095238       41
## 388              HUILA 0.38095238       41
## 389              HUILA 0.38095238       41
## 390              HUILA 0.38095238       41
## 391              HUILA 0.38095238       41
## 392              HUILA 0.38095238       41
## 393              HUILA 0.38095238       41
## 394              HUILA 0.38095238       41
## 395              HUILA 0.38095238       41
## 396         LA GUAJIRA 1.40000000       44
## 397         LA GUAJIRA 1.40000000       44
## 398         LA GUAJIRA 1.40000000       44
## 399         LA GUAJIRA 1.40000000       44
## 400         LA GUAJIRA 1.40000000       44
## 401          MAGDALENA 0.36363636       47
## 402          MAGDALENA 0.36363636       47
## 403          MAGDALENA 0.36363636       47
## 404          MAGDALENA 0.36363636       47
## 405          MAGDALENA 0.36363636       47
## 406          MAGDALENA 0.36363636       47
## 407          MAGDALENA 0.36363636       47
## 408          MAGDALENA 0.36363636       47
## 409          MAGDALENA 0.36363636       47
## 410          MAGDALENA 0.36363636       47
## 411          MAGDALENA 0.36363636       47
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## 415          MAGDALENA 0.36363636       47
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## 421          MAGDALENA 0.36363636       47
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## 424          MAGDALENA 0.36363636       47
## 425          MAGDALENA 0.36363636       47
## 426          MAGDALENA 0.36363636       47
## 427          MAGDALENA 0.36363636       47
## 428          MAGDALENA 0.36363636       47
## 429          MAGDALENA 0.36363636       47
## 430          MAGDALENA 0.36363636       47
## 431          MAGDALENA 0.36363636       47
## 432          MAGDALENA 0.36363636       47
## 433          MAGDALENA 0.36363636       47
## 434               META 0.01190476       50
## 435               META 0.01190476       50
## 436               META 0.01190476       50
## 437               META 0.01190476       50
## 438               META 0.01190476       50
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## 474               META 0.01190476       50
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## 476               META 0.01190476       50
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## 478               META 0.01190476       50
## 479               META 0.01190476       50
## 480               META 0.01190476       50
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## 482               META 0.01190476       50
## 483               META 0.01190476       50
## 484               META 0.01190476       50
## 485               META 0.01190476       50
## 486               META 0.01190476       50
## 487               META 0.01190476       50
## 488               META 0.01190476       50
## 489               META 0.01190476       50
## 490               META 0.01190476       50
## 491               META 0.01190476       50
## 492               META 0.01190476       50
## 493               META 0.01190476       50
## 494               META 0.01190476       50
## 495               META 0.01190476       50
## 496               META 0.01190476       50
## 497               META 0.01190476       50
## 498               META 0.01190476       50
## 499               META 0.01190476       50
## 500               META 0.01190476       50
## 501               META 0.01190476       50
## 502               META 0.01190476       50
## 503               META 0.01190476       50
## 504               META 0.01190476       50
## 505               META 0.01190476       50
## 506               META 0.01190476       50
## 507               META 0.01190476       50
## 508               META 0.01190476       50
## 509               META 0.01190476       50
## 510               META 0.01190476       50
## 511               META 0.01190476       50
## 512               META 0.01190476       50
## 513               META 0.01190476       50
## 514               META 0.01190476       50
## 515               META 0.01190476       50
## 516               META 0.01190476       50
## 517               META 0.01190476       50
## 518             NARIÑO 0.47619048       52
## 519             NARIÑO 0.47619048       52
## 520             NARIÑO 0.47619048       52
## 521             NARIÑO 0.47619048       52
## 522             NARIÑO 0.47619048       52
## 523             NARIÑO 0.47619048       52
## 524             NARIÑO 0.47619048       52
## 525             NARIÑO 0.47619048       52
## 526             NARIÑO 0.47619048       52
## 527             NARIÑO 0.47619048       52
## 528             NARIÑO 0.47619048       52
## 529             NARIÑO 0.47619048       52
## 530             NARIÑO 0.47619048       52
## 531             NARIÑO 0.47619048       52
## 532             NARIÑO 0.47619048       52
## 533             NARIÑO 0.47619048       52
## 534             NARIÑO 0.47619048       52
## 535             NARIÑO 0.47619048       52
## 536             NARIÑO 0.47619048       52
## 537             NARIÑO 0.47619048       52
## 538             NARIÑO 0.47619048       52
## 539             NARIÑO 0.47619048       52
## 540             NARIÑO 0.47619048       52
## 541             NARIÑO 0.47619048       52
## 542             NARIÑO 0.47619048       52
## 543             NARIÑO 0.47619048       52
## 544             NARIÑO 0.47619048       52
## 545             NARIÑO 0.47619048       52
## 546             NARIÑO 0.47619048       52
## 547             NARIÑO 0.47619048       52
## 548             NARIÑO 0.47619048       52
## 549             NARIÑO 0.47619048       52
## 550             NARIÑO 0.47619048       52
## 551             NARIÑO 0.47619048       52
## 552             NARIÑO 0.47619048       52
## 553             NARIÑO 0.47619048       52
## 554             NARIÑO 0.47619048       52
## 555             NARIÑO 0.47619048       52
## 556             NARIÑO 0.47619048       52
## 557             NARIÑO 0.47619048       52
## 558             NARIÑO 0.47619048       52
## 559             NARIÑO 0.47619048       52
## 560 NORTE DE SANTANDER 0.45454545       54
## 561 NORTE DE SANTANDER 0.45454545       54
## 562 NORTE DE SANTANDER 0.45454545       54
## 563 NORTE DE SANTANDER 0.45454545       54
## 564 NORTE DE SANTANDER 0.45454545       54
## 565 NORTE DE SANTANDER 0.45454545       54
## 566 NORTE DE SANTANDER 0.45454545       54
## 567 NORTE DE SANTANDER 0.45454545       54
## 568 NORTE DE SANTANDER 0.45454545       54
## 569 NORTE DE SANTANDER 0.45454545       54
## 570 NORTE DE SANTANDER 0.45454545       54
## 571           PUTUMAYO 0.00000000       86
## 572           PUTUMAYO 0.00000000       86
## 573           PUTUMAYO 0.00000000       86
## 574           PUTUMAYO 0.00000000       86
## 575           PUTUMAYO 0.00000000       86
## 576           PUTUMAYO 0.00000000       86
## 577           PUTUMAYO 0.00000000       86
## 578           PUTUMAYO 0.00000000       86
## 579           PUTUMAYO 0.00000000       86
## 580            QUINDIO 0.80000000       63
## 581            QUINDIO 0.80000000       63
## 582            QUINDIO 0.80000000       63
## 583            QUINDIO 0.80000000       63
## 584            QUINDIO 0.80000000       63
## 585            QUINDIO 0.80000000       63
## 586            QUINDIO 0.80000000       63
## 587            QUINDIO 0.80000000       63
## 588            QUINDIO 0.80000000       63
## 589            QUINDIO 0.80000000       63
## 590          RISARALDA 1.22580645       66
## 591          RISARALDA 1.22580645       66
## 592          RISARALDA 1.22580645       66
## 593          RISARALDA 1.22580645       66
## 594          RISARALDA 1.22580645       66
## 595          RISARALDA 1.22580645       66
## 596          RISARALDA 1.22580645       66
## 597          RISARALDA 1.22580645       66
## 598          RISARALDA 1.22580645       66
## 599          RISARALDA 1.22580645       66
## 600          RISARALDA 1.22580645       66
## 601          RISARALDA 1.22580645       66
## 602          RISARALDA 1.22580645       66
## 603          RISARALDA 1.22580645       66
## 604          RISARALDA 1.22580645       66
## 605          RISARALDA 1.22580645       66
## 606          RISARALDA 1.22580645       66
## 607          RISARALDA 1.22580645       66
## 608          RISARALDA 1.22580645       66
## 609          RISARALDA 1.22580645       66
## 610          RISARALDA 1.22580645       66
## 611          RISARALDA 1.22580645       66
## 612          RISARALDA 1.22580645       66
## 613          RISARALDA 1.22580645       66
## 614          RISARALDA 1.22580645       66
## 615          RISARALDA 1.22580645       66
## 616          RISARALDA 1.22580645       66
## 617          RISARALDA 1.22580645       66
## 618          RISARALDA 1.22580645       66
## 619          RISARALDA 1.22580645       66
## 620          RISARALDA 1.22580645       66
## 621          SANTANDER 0.02631579       68
## 622          SANTANDER 0.02631579       68
## 623          SANTANDER 0.02631579       68
## 624          SANTANDER 0.02631579       68
## 625          SANTANDER 0.02631579       68
## 626          SANTANDER 0.02631579       68
## 627          SANTANDER 0.02631579       68
## 628          SANTANDER 0.02631579       68
## 629          SANTANDER 0.02631579       68
## 630          SANTANDER 0.02631579       68
## 631          SANTANDER 0.02631579       68
## 632          SANTANDER 0.02631579       68
## 633          SANTANDER 0.02631579       68
## 634          SANTANDER 0.02631579       68
## 635          SANTANDER 0.02631579       68
## 636          SANTANDER 0.02631579       68
## 637          SANTANDER 0.02631579       68
## 638          SANTANDER 0.02631579       68
## 639          SANTANDER 0.02631579       68
## 640          SANTANDER 0.02631579       68
## 641          SANTANDER 0.02631579       68
## 642          SANTANDER 0.02631579       68
## 643          SANTANDER 0.02631579       68
## 644          SANTANDER 0.02631579       68
## 645          SANTANDER 0.02631579       68
## 646          SANTANDER 0.02631579       68
## 647          SANTANDER 0.02631579       68
## 648          SANTANDER 0.02631579       68
## 649          SANTANDER 0.02631579       68
## 650          SANTANDER 0.02631579       68
## 651          SANTANDER 0.02631579       68
## 652          SANTANDER 0.02631579       68
## 653          SANTANDER 0.02631579       68
## 654          SANTANDER 0.02631579       68
## 655          SANTANDER 0.02631579       68
## 656          SANTANDER 0.02631579       68
## 657          SANTANDER 0.02631579       68
## 658          SANTANDER 0.02631579       68
## 659              SUCRE 0.00000000       70
## 660              SUCRE 0.00000000       70
## 661              SUCRE 0.00000000       70
## 662              SUCRE 0.00000000       70
## 663              SUCRE 0.00000000       70
## 664              SUCRE 0.00000000       70
## 665              SUCRE 0.00000000       70
## 666              SUCRE 0.00000000       70
## 667              SUCRE 0.00000000       70
## 668             TOLIMA 0.11290323       73
## 669             TOLIMA 0.11290323       73
## 670             TOLIMA 0.11290323       73
## 671             TOLIMA 0.11290323       73
## 672             TOLIMA 0.11290323       73
## 673             TOLIMA 0.11290323       73
## 674             TOLIMA 0.11290323       73
## 675             TOLIMA 0.11290323       73
## 676             TOLIMA 0.11290323       73
## 677             TOLIMA 0.11290323       73
## 678             TOLIMA 0.11290323       73
## 679             TOLIMA 0.11290323       73
## 680             TOLIMA 0.11290323       73
## 681             TOLIMA 0.11290323       73
## 682             TOLIMA 0.11290323       73
## 683             TOLIMA 0.11290323       73
## 684             TOLIMA 0.11290323       73
## 685             TOLIMA 0.11290323       73
## 686             TOLIMA 0.11290323       73
## 687             TOLIMA 0.11290323       73
## 688             TOLIMA 0.11290323       73
## 689             TOLIMA 0.11290323       73
## 690             TOLIMA 0.11290323       73
## 691             TOLIMA 0.11290323       73
## 692             TOLIMA 0.11290323       73
## 693             TOLIMA 0.11290323       73
## 694             TOLIMA 0.11290323       73
## 695             TOLIMA 0.11290323       73
## 696             TOLIMA 0.11290323       73
## 697             TOLIMA 0.11290323       73
## 698             TOLIMA 0.11290323       73
## 699             TOLIMA 0.11290323       73
## 700             TOLIMA 0.11290323       73
## 701             TOLIMA 0.11290323       73
## 702             TOLIMA 0.11290323       73
## 703             TOLIMA 0.11290323       73
## 704             TOLIMA 0.11290323       73
## 705             TOLIMA 0.11290323       73
## 706             TOLIMA 0.11290323       73
## 707             TOLIMA 0.11290323       73
## 708             TOLIMA 0.11290323       73
## 709             TOLIMA 0.11290323       73
## 710             TOLIMA 0.11290323       73
## 711             TOLIMA 0.11290323       73
## 712             TOLIMA 0.11290323       73
## 713             TOLIMA 0.11290323       73
## 714             TOLIMA 0.11290323       73
## 715             TOLIMA 0.11290323       73
## 716             TOLIMA 0.11290323       73
## 717             TOLIMA 0.11290323       73
## 718             TOLIMA 0.11290323       73
## 719             TOLIMA 0.11290323       73
## 720             TOLIMA 0.11290323       73
## 721             TOLIMA 0.11290323       73
## 722             TOLIMA 0.11290323       73
## 723             TOLIMA 0.11290323       73
## 724             TOLIMA 0.11290323       73
## 725             TOLIMA 0.11290323       73
## 726             TOLIMA 0.11290323       73
## 727             TOLIMA 0.11290323       73
## 728             TOLIMA 0.11290323       73
## 729             TOLIMA 0.11290323       73
## 730    VALLE DEL CAUCA 1.42307692       76
## 731    VALLE DEL CAUCA 1.42307692       76
## 732    VALLE DEL CAUCA 1.42307692       76
## 733    VALLE DEL CAUCA 1.42307692       76
## 734    VALLE DEL CAUCA 1.42307692       76
## 735    VALLE DEL CAUCA 1.42307692       76
## 736    VALLE DEL CAUCA 1.42307692       76
## 737    VALLE DEL CAUCA 1.42307692       76
## 738    VALLE DEL CAUCA 1.42307692       76
## 739    VALLE DEL CAUCA 1.42307692       76
## 740    VALLE DEL CAUCA 1.42307692       76
## 741    VALLE DEL CAUCA 1.42307692       76
## 742    VALLE DEL CAUCA 1.42307692       76
## 743    VALLE DEL CAUCA 1.42307692       76
## 744    VALLE DEL CAUCA 1.42307692       76
## 745    VALLE DEL CAUCA 1.42307692       76
## 746    VALLE DEL CAUCA 1.42307692       76
## 747    VALLE DEL CAUCA 1.42307692       76
## 748    VALLE DEL CAUCA 1.42307692       76
## 749    VALLE DEL CAUCA 1.42307692       76
## 750    VALLE DEL CAUCA 1.42307692       76
## 751    VALLE DEL CAUCA 1.42307692       76
## 752    VALLE DEL CAUCA 1.42307692       76
## 753    VALLE DEL CAUCA 1.42307692       76
## 754    VALLE DEL CAUCA 1.42307692       76
## 755    VALLE DEL CAUCA 1.42307692       76
## 756             VAUPES 0.00000000       97
## 757            VICHADA 0.00000000       99
##                                 Etiquetas
## 1            ANTIOQUIA: 0.804878048780488
## 2            ANTIOQUIA: 0.804878048780488
## 3            ANTIOQUIA: 0.804878048780488
## 4            ANTIOQUIA: 0.804878048780488
## 5            ANTIOQUIA: 0.804878048780488
## 6            ANTIOQUIA: 0.804878048780488
## 7            ANTIOQUIA: 0.804878048780488
## 8            ANTIOQUIA: 0.804878048780488
## 9            ANTIOQUIA: 0.804878048780488
## 10           ANTIOQUIA: 0.804878048780488
## 11           ANTIOQUIA: 0.804878048780488
## 12           ANTIOQUIA: 0.804878048780488
## 13           ANTIOQUIA: 0.804878048780488
## 14           ANTIOQUIA: 0.804878048780488
## 15           ANTIOQUIA: 0.804878048780488
## 16           ANTIOQUIA: 0.804878048780488
## 17           ANTIOQUIA: 0.804878048780488
## 18           ANTIOQUIA: 0.804878048780488
## 19           ANTIOQUIA: 0.804878048780488
## 20           ANTIOQUIA: 0.804878048780488
## 21           ANTIOQUIA: 0.804878048780488
## 22           ANTIOQUIA: 0.804878048780488
## 23           ANTIOQUIA: 0.804878048780488
## 24           ANTIOQUIA: 0.804878048780488
## 25           ANTIOQUIA: 0.804878048780488
## 26           ANTIOQUIA: 0.804878048780488
## 27           ANTIOQUIA: 0.804878048780488
## 28           ANTIOQUIA: 0.804878048780488
## 29           ANTIOQUIA: 0.804878048780488
## 30           ANTIOQUIA: 0.804878048780488
## 31           ANTIOQUIA: 0.804878048780488
## 32           ANTIOQUIA: 0.804878048780488
## 33           ANTIOQUIA: 0.804878048780488
## 34           ANTIOQUIA: 0.804878048780488
## 35           ANTIOQUIA: 0.804878048780488
## 36           ANTIOQUIA: 0.804878048780488
## 37           ANTIOQUIA: 0.804878048780488
## 38           ANTIOQUIA: 0.804878048780488
## 39           ANTIOQUIA: 0.804878048780488
## 40           ANTIOQUIA: 0.804878048780488
## 41           ANTIOQUIA: 0.804878048780488
## 42                              ARAUCA: 0
## 43                              ARAUCA: 0
## 44                              ARAUCA: 0
## 45                              ARAUCA: 0
## 46                              ARAUCA: 0
## 47                              ARAUCA: 0
## 48                              ARAUCA: 0
## 49                              ARAUCA: 0
## 50                              ARAUCA: 0
## 51                              ARAUCA: 0
## 52                           ATLANTICO: 0
## 53                           ATLANTICO: 0
## 54                           ATLANTICO: 0
## 55                           ATLANTICO: 0
## 56                           ATLANTICO: 0
## 57         BOGOTA, D.C.: 1.64285714285714
## 58         BOGOTA, D.C.: 1.64285714285714
## 59         BOGOTA, D.C.: 1.64285714285714
## 60         BOGOTA, D.C.: 1.64285714285714
## 61         BOGOTA, D.C.: 1.64285714285714
## 62         BOGOTA, D.C.: 1.64285714285714
## 63         BOGOTA, D.C.: 1.64285714285714
## 64         BOGOTA, D.C.: 1.64285714285714
## 65         BOGOTA, D.C.: 1.64285714285714
## 66         BOGOTA, D.C.: 1.64285714285714
## 67         BOGOTA, D.C.: 1.64285714285714
## 68         BOGOTA, D.C.: 1.64285714285714
## 69         BOGOTA, D.C.: 1.64285714285714
## 70         BOGOTA, D.C.: 1.64285714285714
## 71                             BOLIVAR: 0
## 72                             BOLIVAR: 0
## 73                             BOLIVAR: 0
## 74                             BOLIVAR: 0
## 75                             BOLIVAR: 0
## 76                             BOLIVAR: 0
## 77                             BOLIVAR: 0
## 78                             BOLIVAR: 0
## 79                             BOLIVAR: 0
## 80                             BOLIVAR: 0
## 81                             BOLIVAR: 0
## 82              BOYACA: 0.764705882352941
## 83              BOYACA: 0.764705882352941
## 84              BOYACA: 0.764705882352941
## 85              BOYACA: 0.764705882352941
## 86              BOYACA: 0.764705882352941
## 87              BOYACA: 0.764705882352941
## 88              BOYACA: 0.764705882352941
## 89              BOYACA: 0.764705882352941
## 90              BOYACA: 0.764705882352941
## 91              BOYACA: 0.764705882352941
## 92              BOYACA: 0.764705882352941
## 93              BOYACA: 0.764705882352941
## 94              BOYACA: 0.764705882352941
## 95              BOYACA: 0.764705882352941
## 96              BOYACA: 0.764705882352941
## 97              BOYACA: 0.764705882352941
## 98              BOYACA: 0.764705882352941
## 99              BOYACA: 0.764705882352941
## 100             BOYACA: 0.764705882352941
## 101             BOYACA: 0.764705882352941
## 102             BOYACA: 0.764705882352941
## 103             BOYACA: 0.764705882352941
## 104             BOYACA: 0.764705882352941
## 105             BOYACA: 0.764705882352941
## 106             BOYACA: 0.764705882352941
## 107             BOYACA: 0.764705882352941
## 108             BOYACA: 0.764705882352941
## 109             BOYACA: 0.764705882352941
## 110             BOYACA: 0.764705882352941
## 111             BOYACA: 0.764705882352941
## 112             BOYACA: 0.764705882352941
## 113             BOYACA: 0.764705882352941
## 114             BOYACA: 0.764705882352941
## 115             BOYACA: 0.764705882352941
## 116                           CALDAS: 0.5
## 117                           CALDAS: 0.5
## 118                           CALDAS: 0.5
## 119                           CALDAS: 0.5
## 120                           CALDAS: 0.5
## 121                           CALDAS: 0.5
## 122                           CALDAS: 0.5
## 123                           CALDAS: 0.5
## 124                           CALDAS: 0.5
## 125                           CALDAS: 0.5
## 126                           CALDAS: 0.5
## 127                           CALDAS: 0.5
## 128                           CALDAS: 0.5
## 129                           CALDAS: 0.5
## 130                         CAQUETA: 1.25
## 131                         CAQUETA: 1.25
## 132                         CAQUETA: 1.25
## 133                         CAQUETA: 1.25
## 134                         CAQUETA: 1.25
## 135                         CAQUETA: 1.25
## 136                         CAQUETA: 1.25
## 137                         CAQUETA: 1.25
## 138                           CASANARE: 0
## 139                           CASANARE: 0
## 140                           CASANARE: 0
## 141                           CASANARE: 0
## 142                           CASANARE: 0
## 143                           CASANARE: 0
## 144                           CASANARE: 0
## 145                           CASANARE: 0
## 146                           CASANARE: 0
## 147                           CASANARE: 0
## 148                           CASANARE: 0
## 149                           CASANARE: 0
## 150                           CASANARE: 0
## 151                           CASANARE: 0
## 152                           CASANARE: 0
## 153                            CAUCA: 0.2
## 154                            CAUCA: 0.2
## 155                            CAUCA: 0.2
## 156                            CAUCA: 0.2
## 157                            CAUCA: 0.2
## 158                            CAUCA: 0.2
## 159                            CAUCA: 0.2
## 160                            CAUCA: 0.2
## 161                            CAUCA: 0.2
## 162                            CAUCA: 0.2
## 163                            CAUCA: 0.2
## 164                            CAUCA: 0.2
## 165                            CAUCA: 0.2
## 166                            CAUCA: 0.2
## 167                            CAUCA: 0.2
## 168                            CAUCA: 0.2
## 169                            CAUCA: 0.2
## 170                            CAUCA: 0.2
## 171                            CAUCA: 0.2
## 172                            CAUCA: 0.2
## 173                            CAUCA: 0.2
## 174                            CAUCA: 0.2
## 175                            CAUCA: 0.2
## 176                            CAUCA: 0.2
## 177                            CAUCA: 0.2
## 178                            CAUCA: 0.2
## 179                            CAUCA: 0.2
## 180                            CAUCA: 0.2
## 181                            CAUCA: 0.2
## 182                            CAUCA: 0.2
## 183                            CAUCA: 0.2
## 184                            CAUCA: 0.2
## 185                            CAUCA: 0.2
## 186                            CAUCA: 0.2
## 187                            CAUCA: 0.2
## 188                            CAUCA: 0.2
## 189                            CAUCA: 0.2
## 190                            CAUCA: 0.2
## 191                            CAUCA: 0.2
## 192                            CAUCA: 0.2
## 193              CESAR: 0.470588235294118
## 194              CESAR: 0.470588235294118
## 195              CESAR: 0.470588235294118
## 196              CESAR: 0.470588235294118
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## 207              CESAR: 0.470588235294118
## 208              CESAR: 0.470588235294118
## 209              CESAR: 0.470588235294118
## 210                           CHOCO: 0.15
## 211                           CHOCO: 0.15
## 212                           CHOCO: 0.15
## 213                           CHOCO: 0.15
## 214                           CHOCO: 0.15
## 215                           CHOCO: 0.15
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## 226                           CHOCO: 0.15
## 227                           CHOCO: 0.15
## 228                           CHOCO: 0.15
## 229                           CHOCO: 0.15
## 230                            CORDOBA: 0
## 231                            CORDOBA: 0
## 232                            CORDOBA: 0
## 233                            CORDOBA: 0
## 234                            CORDOBA: 0
## 235                            CORDOBA: 0
## 236                            CORDOBA: 0
## 237                            CORDOBA: 0
## 238                            CORDOBA: 0
## 239                            CORDOBA: 0
## 240                            CORDOBA: 0
## 241                            CORDOBA: 0
## 242                            CORDOBA: 0
## 243                            CORDOBA: 0
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## 369                            GUAINIA: 0
## 370                            GUAINIA: 0
## 371                            GUAINIA: 0
## 372                           GUAVIARE: 0
## 373                           GUAVIARE: 0
## 374                           GUAVIARE: 0
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## 394              HUILA: 0.380952380952381
## 395              HUILA: 0.380952380952381
## 396                       LA GUAJIRA: 1.4
## 397                       LA GUAJIRA: 1.4
## 398                       LA GUAJIRA: 1.4
## 399                       LA GUAJIRA: 1.4
## 400                       LA GUAJIRA: 1.4
## 401          MAGDALENA: 0.363636363636364
## 402          MAGDALENA: 0.363636363636364
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## 545             NARIÑO: 0.476190476190476
## 546             NARIÑO: 0.476190476190476
## 547             NARIÑO: 0.476190476190476
## 548             NARIÑO: 0.476190476190476
## 549             NARIÑO: 0.476190476190476
## 550             NARIÑO: 0.476190476190476
## 551             NARIÑO: 0.476190476190476
## 552             NARIÑO: 0.476190476190476
## 553             NARIÑO: 0.476190476190476
## 554             NARIÑO: 0.476190476190476
## 555             NARIÑO: 0.476190476190476
## 556             NARIÑO: 0.476190476190476
## 557             NARIÑO: 0.476190476190476
## 558             NARIÑO: 0.476190476190476
## 559             NARIÑO: 0.476190476190476
## 560 NORTE DE SANTANDER: 0.454545454545455
## 561 NORTE DE SANTANDER: 0.454545454545455
## 562 NORTE DE SANTANDER: 0.454545454545455
## 563 NORTE DE SANTANDER: 0.454545454545455
## 564 NORTE DE SANTANDER: 0.454545454545455
## 565 NORTE DE SANTANDER: 0.454545454545455
## 566 NORTE DE SANTANDER: 0.454545454545455
## 567 NORTE DE SANTANDER: 0.454545454545455
## 568 NORTE DE SANTANDER: 0.454545454545455
## 569 NORTE DE SANTANDER: 0.454545454545455
## 570 NORTE DE SANTANDER: 0.454545454545455
## 571                           PUTUMAYO: 0
## 572                           PUTUMAYO: 0
## 573                           PUTUMAYO: 0
## 574                           PUTUMAYO: 0
## 575                           PUTUMAYO: 0
## 576                           PUTUMAYO: 0
## 577                           PUTUMAYO: 0
## 578                           PUTUMAYO: 0
## 579                           PUTUMAYO: 0
## 580                          QUINDIO: 0.8
## 581                          QUINDIO: 0.8
## 582                          QUINDIO: 0.8
## 583                          QUINDIO: 0.8
## 584                          QUINDIO: 0.8
## 585                          QUINDIO: 0.8
## 586                          QUINDIO: 0.8
## 587                          QUINDIO: 0.8
## 588                          QUINDIO: 0.8
## 589                          QUINDIO: 0.8
## 590            RISARALDA: 1.2258064516129
## 591            RISARALDA: 1.2258064516129
## 592            RISARALDA: 1.2258064516129
## 593            RISARALDA: 1.2258064516129
## 594            RISARALDA: 1.2258064516129
## 595            RISARALDA: 1.2258064516129
## 596            RISARALDA: 1.2258064516129
## 597            RISARALDA: 1.2258064516129
## 598            RISARALDA: 1.2258064516129
## 599            RISARALDA: 1.2258064516129
## 600            RISARALDA: 1.2258064516129
## 601            RISARALDA: 1.2258064516129
## 602            RISARALDA: 1.2258064516129
## 603            RISARALDA: 1.2258064516129
## 604            RISARALDA: 1.2258064516129
## 605            RISARALDA: 1.2258064516129
## 606            RISARALDA: 1.2258064516129
## 607            RISARALDA: 1.2258064516129
## 608            RISARALDA: 1.2258064516129
## 609            RISARALDA: 1.2258064516129
## 610            RISARALDA: 1.2258064516129
## 611            RISARALDA: 1.2258064516129
## 612            RISARALDA: 1.2258064516129
## 613            RISARALDA: 1.2258064516129
## 614            RISARALDA: 1.2258064516129
## 615            RISARALDA: 1.2258064516129
## 616            RISARALDA: 1.2258064516129
## 617            RISARALDA: 1.2258064516129
## 618            RISARALDA: 1.2258064516129
## 619            RISARALDA: 1.2258064516129
## 620            RISARALDA: 1.2258064516129
## 621         SANTANDER: 0.0263157894736842
## 622         SANTANDER: 0.0263157894736842
## 623         SANTANDER: 0.0263157894736842
## 624         SANTANDER: 0.0263157894736842
## 625         SANTANDER: 0.0263157894736842
## 626         SANTANDER: 0.0263157894736842
## 627         SANTANDER: 0.0263157894736842
## 628         SANTANDER: 0.0263157894736842
## 629         SANTANDER: 0.0263157894736842
## 630         SANTANDER: 0.0263157894736842
## 631         SANTANDER: 0.0263157894736842
## 632         SANTANDER: 0.0263157894736842
## 633         SANTANDER: 0.0263157894736842
## 634         SANTANDER: 0.0263157894736842
## 635         SANTANDER: 0.0263157894736842
## 636         SANTANDER: 0.0263157894736842
## 637         SANTANDER: 0.0263157894736842
## 638         SANTANDER: 0.0263157894736842
## 639         SANTANDER: 0.0263157894736842
## 640         SANTANDER: 0.0263157894736842
## 641         SANTANDER: 0.0263157894736842
## 642         SANTANDER: 0.0263157894736842
## 643         SANTANDER: 0.0263157894736842
## 644         SANTANDER: 0.0263157894736842
## 645         SANTANDER: 0.0263157894736842
## 646         SANTANDER: 0.0263157894736842
## 647         SANTANDER: 0.0263157894736842
## 648         SANTANDER: 0.0263157894736842
## 649         SANTANDER: 0.0263157894736842
## 650         SANTANDER: 0.0263157894736842
## 651         SANTANDER: 0.0263157894736842
## 652         SANTANDER: 0.0263157894736842
## 653         SANTANDER: 0.0263157894736842
## 654         SANTANDER: 0.0263157894736842
## 655         SANTANDER: 0.0263157894736842
## 656         SANTANDER: 0.0263157894736842
## 657         SANTANDER: 0.0263157894736842
## 658         SANTANDER: 0.0263157894736842
## 659                              SUCRE: 0
## 660                              SUCRE: 0
## 661                              SUCRE: 0
## 662                              SUCRE: 0
## 663                              SUCRE: 0
## 664                              SUCRE: 0
## 665                              SUCRE: 0
## 666                              SUCRE: 0
## 667                              SUCRE: 0
## 668             TOLIMA: 0.112903225806452
## 669             TOLIMA: 0.112903225806452
## 670             TOLIMA: 0.112903225806452
## 671             TOLIMA: 0.112903225806452
## 672             TOLIMA: 0.112903225806452
## 673             TOLIMA: 0.112903225806452
## 674             TOLIMA: 0.112903225806452
## 675             TOLIMA: 0.112903225806452
## 676             TOLIMA: 0.112903225806452
## 677             TOLIMA: 0.112903225806452
## 678             TOLIMA: 0.112903225806452
## 679             TOLIMA: 0.112903225806452
## 680             TOLIMA: 0.112903225806452
## 681             TOLIMA: 0.112903225806452
## 682             TOLIMA: 0.112903225806452
## 683             TOLIMA: 0.112903225806452
## 684             TOLIMA: 0.112903225806452
## 685             TOLIMA: 0.112903225806452
## 686             TOLIMA: 0.112903225806452
## 687             TOLIMA: 0.112903225806452
## 688             TOLIMA: 0.112903225806452
## 689             TOLIMA: 0.112903225806452
## 690             TOLIMA: 0.112903225806452
## 691             TOLIMA: 0.112903225806452
## 692             TOLIMA: 0.112903225806452
## 693             TOLIMA: 0.112903225806452
## 694             TOLIMA: 0.112903225806452
## 695             TOLIMA: 0.112903225806452
## 696             TOLIMA: 0.112903225806452
## 697             TOLIMA: 0.112903225806452
## 698             TOLIMA: 0.112903225806452
## 699             TOLIMA: 0.112903225806452
## 700             TOLIMA: 0.112903225806452
## 701             TOLIMA: 0.112903225806452
## 702             TOLIMA: 0.112903225806452
## 703             TOLIMA: 0.112903225806452
## 704             TOLIMA: 0.112903225806452
## 705             TOLIMA: 0.112903225806452
## 706             TOLIMA: 0.112903225806452
## 707             TOLIMA: 0.112903225806452
## 708             TOLIMA: 0.112903225806452
## 709             TOLIMA: 0.112903225806452
## 710             TOLIMA: 0.112903225806452
## 711             TOLIMA: 0.112903225806452
## 712             TOLIMA: 0.112903225806452
## 713             TOLIMA: 0.112903225806452
## 714             TOLIMA: 0.112903225806452
## 715             TOLIMA: 0.112903225806452
## 716             TOLIMA: 0.112903225806452
## 717             TOLIMA: 0.112903225806452
## 718             TOLIMA: 0.112903225806452
## 719             TOLIMA: 0.112903225806452
## 720             TOLIMA: 0.112903225806452
## 721             TOLIMA: 0.112903225806452
## 722             TOLIMA: 0.112903225806452
## 723             TOLIMA: 0.112903225806452
## 724             TOLIMA: 0.112903225806452
## 725             TOLIMA: 0.112903225806452
## 726             TOLIMA: 0.112903225806452
## 727             TOLIMA: 0.112903225806452
## 728             TOLIMA: 0.112903225806452
## 729             TOLIMA: 0.112903225806452
## 730     VALLE DEL CAUCA: 1.42307692307692
## 731     VALLE DEL CAUCA: 1.42307692307692
## 732     VALLE DEL CAUCA: 1.42307692307692
## 733     VALLE DEL CAUCA: 1.42307692307692
## 734     VALLE DEL CAUCA: 1.42307692307692
## 735     VALLE DEL CAUCA: 1.42307692307692
## 736     VALLE DEL CAUCA: 1.42307692307692
## 737     VALLE DEL CAUCA: 1.42307692307692
## 738     VALLE DEL CAUCA: 1.42307692307692
## 739     VALLE DEL CAUCA: 1.42307692307692
## 740     VALLE DEL CAUCA: 1.42307692307692
## 741     VALLE DEL CAUCA: 1.42307692307692
## 742     VALLE DEL CAUCA: 1.42307692307692
## 743     VALLE DEL CAUCA: 1.42307692307692
## 744     VALLE DEL CAUCA: 1.42307692307692
## 745     VALLE DEL CAUCA: 1.42307692307692
## 746     VALLE DEL CAUCA: 1.42307692307692
## 747     VALLE DEL CAUCA: 1.42307692307692
## 748     VALLE DEL CAUCA: 1.42307692307692
## 749     VALLE DEL CAUCA: 1.42307692307692
## 750     VALLE DEL CAUCA: 1.42307692307692
## 751     VALLE DEL CAUCA: 1.42307692307692
## 752     VALLE DEL CAUCA: 1.42307692307692
## 753     VALLE DEL CAUCA: 1.42307692307692
## 754     VALLE DEL CAUCA: 1.42307692307692
## 755     VALLE DEL CAUCA: 1.42307692307692
## 756                             VAUPES: 0
## 757                            VICHADA: 0
DPTO_SH2
## Simple feature collection with 33 features and 9 fields
## Geometry type: MULTIPOLYGON
## Dimension:     XY
## Bounding box:  xmin: -81.73562 ymin: -4.229406 xmax: -66.84722 ymax: 13.39473
## Geodetic CRS:  MAGNA-SIRGAS
## First 10 features:
##    DPTO_CCDGO   DPTO_CNMBR DPTO_ANO_C                         DPTO_ACT_A
## 1          05    ANTIOQUIA       1886      Constitucion Politica de 1886
## 2          08    ATLÁNTICO       1910                     Ley 21 de 1910
## 3          11 BOGOTÁ, D.C.       1538      Constitucion Politica de 1886
## 4          13      BOLÍVAR       1886      Constitucion Politica de 1886
## 5          15       BOYACÁ       1886      Constitucion Politica de 1886
## 6          17       CALDAS       1905                11 de Abril de 1905
## 7          18      CAQUETÁ       1981 Ley 78 del 29 de Diciembre de 1981
## 8          19        CAUCA       1857                15 de junio de 1857
## 9          20        CESAR       1967        Ley 25  21 de junio de 1967
## 10         23      CÓRDOBA       1951  Ley 9 del 18 de Diciembre de 1951
##    DPTO_NAREA DPTO_CSMBL DPTO_VGNC Shape_Leng Shape_Area
## 1   62808.630          3      2021  21.492374  5.1352363
## 2    3314.447          3      2021   2.573162  0.2738225
## 3    1622.853          3      2021   3.765324  0.1322079
## 4   26719.968          3      2021  16.233072  2.1956393
## 5   23138.048          3      2021  15.906491  1.8883908
## 6    7425.246          3      2021   6.663759  0.6054998
## 7   92831.284          3      2021  21.218741  7.5402411
## 8   31242.803          3      2021  13.955090  2.5344101
## 9   22565.307          3      2021  12.578459  1.8582044
## 10  25086.221          3      2021   9.725656  2.0575064
##                          geometry
## 1  MULTIPOLYGON (((-76.41355 8...
## 2  MULTIPOLYGON (((-74.84946 1...
## 3  MULTIPOLYGON (((-74.07059 4...
## 4  MULTIPOLYGON (((-76.17318 9...
## 5  MULTIPOLYGON (((-72.17368 7...
## 6  MULTIPOLYGON (((-74.67154 5...
## 7  MULTIPOLYGON (((-74.79916 2...
## 8  MULTIPOLYGON (((-76.45922 3...
## 9  MULTIPOLYGON (((-73.45335 1...
## 10 MULTIPOLYGON (((-75.88119 9...
DPTO_JOIN <- geo_join(DPTO_SH2, Resumen3,"DPTO_CCDGO", "COD_DANE")
## Warning: We recommend using the dplyr::*_join() family of functions instead.
## Warning: `group_by_()` was deprecated in dplyr 0.7.0.
## Please use `group_by()` instead.
## See vignette('programming') for more help
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was generated.
#DPTO_JOIN = as.data.frame(DPTO_JOIN)
DPTO_JOIN
## Simple feature collection with 33 features and 13 fields
## Geometry type: MULTIPOLYGON
## Dimension:     XY
## Bounding box:  xmin: -81.73562 ymin: -4.229406 xmax: -66.84722 ymax: 13.39473
## Geodetic CRS:  MAGNA-SIRGAS
## First 10 features:
##    DPTO_CCDGO   DPTO_CNMBR DPTO_ANO_C                         DPTO_ACT_A
## 1          05    ANTIOQUIA       1886      Constitucion Politica de 1886
## 2          08    ATLÁNTICO       1910                     Ley 21 de 1910
## 3          11 BOGOTÁ, D.C.       1538      Constitucion Politica de 1886
## 4          13      BOLÍVAR       1886      Constitucion Politica de 1886
## 5          15       BOYACÁ       1886      Constitucion Politica de 1886
## 6          17       CALDAS       1905                11 de Abril de 1905
## 7          18      CAQUETÁ       1981 Ley 78 del 29 de Diciembre de 1981
## 8          19        CAUCA       1857                15 de junio de 1857
## 9          20        CESAR       1967        Ley 25  21 de junio de 1967
## 10         23      CÓRDOBA       1951  Ley 9 del 18 de Diciembre de 1951
##    DPTO_NAREA DPTO_CSMBL DPTO_VGNC Shape_Leng Shape_Area DEPARTAMENTO promedioH
## 1   62808.630          3      2021  21.492374  5.1352363    ANTIOQUIA 0.8048780
## 2    3314.447          3      2021   2.573162  0.2738225    ATLANTICO 0.0000000
## 3    1622.853          3      2021   3.765324  0.1322079 BOGOTA, D.C. 1.6428571
## 4   26719.968          3      2021  16.233072  2.1956393      BOLIVAR 0.0000000
## 5   23138.048          3      2021  15.906491  1.8883908       BOYACA 0.7647059
## 6    7425.246          3      2021   6.663759  0.6054998       CALDAS 0.5000000
## 7   92831.284          3      2021  21.218741  7.5402411      CAQUETA 1.2500000
## 8   31242.803          3      2021  13.955090  2.5344101        CAUCA 0.2000000
## 9   22565.307          3      2021  12.578459  1.8582044        CESAR 0.4705882
## 10  25086.221          3      2021   9.725656  2.0575064      CORDOBA 0.0000000
##                         Etiquetas rank                       geometry
## 1    ANTIOQUIA: 0.804878048780488    1 MULTIPOLYGON (((-76.41355 8...
## 2                    ATLANTICO: 0    1 MULTIPOLYGON (((-74.84946 1...
## 3  BOGOTA, D.C.: 1.64285714285714    1 MULTIPOLYGON (((-74.07059 4...
## 4                      BOLIVAR: 0    1 MULTIPOLYGON (((-76.17318 9...
## 5       BOYACA: 0.764705882352941    1 MULTIPOLYGON (((-72.17368 7...
## 6                     CALDAS: 0.5    1 MULTIPOLYGON (((-74.67154 5...
## 7                   CAQUETA: 1.25    1 MULTIPOLYGON (((-74.79916 2...
## 8                      CAUCA: 0.2    1 MULTIPOLYGON (((-76.45922 3...
## 9        CESAR: 0.470588235294118    1 MULTIPOLYGON (((-73.45335 1...
## 10                     CORDOBA: 0    1 MULTIPOLYGON (((-75.88119 9...
pal <- colorNumeric( palette = "RdYlBu", domain=DPTO_JOIN$promedioH)  #palette = "YlGnBu"   "RdBu"  "RdYlBu"  "Spectral"  "Paired"  "PuRd"  "RdYlGn"


popup_sb <- paste0("Promedio de Heridos: ", as.character(DPTO_JOIN$promedioH))


leaflet(sp_df) %>%
  addProviderTiles("CartoDB.Positron") %>%
  #setView(-98.483330, 38.712046, zoom = 4) %>% 
  addPolygons(data = DPTO_JOIN , 
              fillColor = ~pal(DPTO_JOIN$promedioH),
              opacity = 1,
              color = "black",
              dashArray = "3",fillOpacity = 0.9,
              highlight = highlightOptions(
                weight = 1,
                color = "#666",
                dashArray = "",
                fillOpacity = 1,
                bringToFront = TRUE),
              label = DPTO_JOIN$Etiquetas,
              labelOptions = labelOptions(
                style = list("font-weight" = "normal", padding = "3px 8px"),
                textsize = "15px",
                direction = "auto"))%>%
  addLegend(pal = pal, values =DPTO_JOIN$promedioH, opacity = 0.7, title = NULL,
            position = "bottomright")
## Warning: sf layer has inconsistent datum (+proj=longlat +ellps=GRS80 +towgs84=0,0,0,0,0,0,0 +no_defs).
## Need '+proj=longlat +datum=WGS84'